From 8488371b5d3dd2409322be59582dbe26c41af9f2 Mon Sep 17 00:00:00 2001 From: NiharGandhi <113470341+NiharGandhi@users.noreply.github.com> Date: Sun, 2 Jun 2024 23:08:31 +0400 Subject: [PATCH 1/4] Add files via upload --- HACKATHON.ipynb | 2959 +++ README.md | 136 +- haarcascade_frontalface_default.xml | 33314 ++++++++++++++++++++++++++ main.py | 60 + model.h5 | Bin 0 -> 8275512 bytes 5 files changed, 36337 insertions(+), 132 deletions(-) create mode 100644 HACKATHON.ipynb create mode 100644 haarcascade_frontalface_default.xml create mode 100644 main.py create mode 100644 model.h5 diff --git a/HACKATHON.ipynb b/HACKATHON.ipynb new file mode 100644 index 000000000..07683715c --- /dev/null +++ b/HACKATHON.ipynb @@ -0,0 +1,2959 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "pycharm": { + "is_executing": true + } + }, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "import cv2\n", + "import os\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false, + "jupyter": { + "outputs_hidden": false + } + }, + "outputs": [], + "source": [ + "img_array = cv2.imread(\"data/train/0/Training_3908.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(48, 48, 3)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "img_array.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for category in classes:\n", + " path = os.path.join(Datadirectory, category)\n", + " for img in os.listdir(path):\n", + " img_array = cv2.imread(os.path.join(path, img))\n", + " plt.imshow(cv2.cvtColor(img_array, cv2.COLOR_BGR2RGB))\n", + " plt.show()\n", + " break\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "img_size = 224\n", + "new_array = cv2.resize(img_array, (img_size, img_size))\n", + "plt.imshow(cv2.cvtColor(new_array, cv2.COLOR_BGR2RGB))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(224, 224, 3)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "new_array.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false + }, + "source": [ + "Read all Images and convert them to array" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "training_data = []\n", + "\n", + "def create_training_data():\n", + " for category in classes:\n", + " path = os.path.join(Datadirectory, category)\n", + " class_num = classes.index(category)\n", + " for img in os.listdir(path):\n", + " try:\n", + " img_array = cv2.imread(os.path.join(path, img))\n", + " new_array = cv2.resize(img_array, (img_size, img_size))\n", + " training_data.append([new_array, class_num])\n", + " except Exception as e:\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "create_training_data()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "28709\n" + ] + } + ], + "source": [ + "print(len(training_data))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "ename": "ValueError", + "evalue": "setting an array element with a sequence. The requested array has an inhomogeneous shape after 2 dimensions. The detected shape was (28709, 2) + inhomogeneous part.", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[14], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m temp \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43marray\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtraining_data\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[1;31mValueError\u001b[0m: setting an array element with a sequence. The requested array has an inhomogeneous shape after 2 dimensions. The detected shape was (28709, 2) + inhomogeneous part." + ] + } + ], + "source": [ + "temp = np.array(training_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import random\n", + "\n", + "random.shuffle(training_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "X = []\n", + "Y = []\n", + "\n", + "for features, label in training_data:\n", + " X.append(features)\n", + " Y.append(label)\n", + "\n", + "X = np.array(X).reshape(-1, img_size, img_size, 3)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(28709, 224, 224, 3)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "## NORMALIZING" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "X = X/255.0" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(28709, 224, 224, 3)" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "2" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Y[1000]" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "4" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Y[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Y = np.array(Y)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(28709,)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Y.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false + }, + "source": [ + "TRAINING" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "from keras._tf_keras import keras\n", + "from keras._tf_keras.keras import layers" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "model = tf.keras.applications.MobileNetV2()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Model: \"mobilenetv2_1.00_224\"\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1mModel: \"mobilenetv2_1.00_224\"\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃ Layer (type)         Output Shape          Param #  Connected to      ┃\n",
+       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ input_layer         │ (None, 224, 224,  │          0 │ -                 │\n",
+       "│ (InputLayer)        │ 3)                │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "│                     │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ Conv1_relu (ReLU)   │ (None, 112, 112,  │          0 │ bn_Conv1[0][0]    │\n",
+       "│                     │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "│ expanded_conv_dept… │ (None, 112, 112,  │          0 │ expanded_conv_de… │\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "│ (BatchNormalizatio…16)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "│ (ReLU)              │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_pad         │ (None, 113, 113,  │          0 │ block_1_expand_r… │\n",
+       "│ (ZeroPadding2D)     │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_depthwise   │ (None, 56, 56,    │        864 │ block_1_pad[0][0] │\n",
+       "│ (DepthwiseConv2D)   │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_project     │ (None, 56, 56,    │      2,304 │ block_1_depthwis… │\n",
+       "│ (Conv2D)            │ 24)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_project_BN  │ (None, 56, 56,    │         96 │ block_1_project[ │\n",
+       "│ (BatchNormalizatio…24)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_expand      │ (None, 56, 56,    │      3,456 │ block_1_project_… │\n",
+       "│ (Conv2D)            │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_expand_BN   │ (None, 56, 56,    │        576 │ block_2_expand[0… │\n",
+       "│ (BatchNormalizatio…144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_expand_relu │ (None, 56, 56,    │          0 │ block_2_expand_B… │\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_depthwise   │ (None, 56, 56,    │      1,296 │ block_2_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_depthwise_… │ (None, 56, 56,    │        576 │ block_2_depthwis… │\n",
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+       "│ block_2_depthwise_… │ (None, 56, 56,    │          0 │ block_2_depthwis… │\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_project     │ (None, 56, 56,    │      3,456 │ block_2_depthwis… │\n",
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+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_project_BN  │ (None, 56, 56,    │         96 │ block_2_project[ │\n",
+       "│ (BatchNormalizatio…24)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_add (Add)   │ (None, 56, 56,    │          0 │ block_1_project_… │\n",
+       "│                     │ 24)               │            │ block_2_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_expand      │ (None, 56, 56,    │      3,456 │ block_2_add[0][0] │\n",
+       "│ (Conv2D)            │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_expand_BN   │ (None, 56, 56,    │        576 │ block_3_expand[0… │\n",
+       "│ (BatchNormalizatio…144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_expand_relu │ (None, 56, 56,    │          0 │ block_3_expand_B… │\n",
+       "│ (ReLU)              │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_pad         │ (None, 57, 57,    │          0 │ block_3_expand_r… │\n",
+       "│ (ZeroPadding2D)     │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_depthwise   │ (None, 28, 28,    │      1,296 │ block_3_pad[0][0] │\n",
+       "│ (DepthwiseConv2D)   │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_depthwise_… │ (None, 28, 28,    │        576 │ block_3_depthwis… │\n",
+       "│ (BatchNormalizatio…144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_depthwise_… │ (None, 28, 28,    │          0 │ block_3_depthwis… │\n",
+       "│ (ReLU)              │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_project     │ (None, 28, 28,    │      4,608 │ block_3_depthwis… │\n",
+       "│ (Conv2D)            │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_project_BN  │ (None, 28, 28,    │        128 │ block_3_project[ │\n",
+       "│ (BatchNormalizatio…32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_expand      │ (None, 28, 28,    │      6,144 │ block_3_project_… │\n",
+       "│ (Conv2D)            │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_expand_BN   │ (None, 28, 28,    │        768 │ block_4_expand[0… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_expand_relu │ (None, 28, 28,    │          0 │ block_4_expand_B… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_depthwise   │ (None, 28, 28,    │      1,728 │ block_4_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_depthwise_… │ (None, 28, 28,    │        768 │ block_4_depthwis… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_depthwise_… │ (None, 28, 28,    │          0 │ block_4_depthwis… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_project     │ (None, 28, 28,    │      6,144 │ block_4_depthwis… │\n",
+       "│ (Conv2D)            │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_project_BN  │ (None, 28, 28,    │        128 │ block_4_project[ │\n",
+       "│ (BatchNormalizatio…32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_add (Add)   │ (None, 28, 28,    │          0 │ block_3_project_… │\n",
+       "│                     │ 32)               │            │ block_4_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_expand      │ (None, 28, 28,    │      6,144 │ block_4_add[0][0] │\n",
+       "│ (Conv2D)            │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_expand_BN   │ (None, 28, 28,    │        768 │ block_5_expand[0… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_expand_relu │ (None, 28, 28,    │          0 │ block_5_expand_B… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_depthwise   │ (None, 28, 28,    │      1,728 │ block_5_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_depthwise_… │ (None, 28, 28,    │        768 │ block_5_depthwis… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_depthwise_… │ (None, 28, 28,    │          0 │ block_5_depthwis… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_project     │ (None, 28, 28,    │      6,144 │ block_5_depthwis… │\n",
+       "│ (Conv2D)            │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_project_BN  │ (None, 28, 28,    │        128 │ block_5_project[ │\n",
+       "│ (BatchNormalizatio…32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_add (Add)   │ (None, 28, 28,    │          0 │ block_4_add[0][0… │\n",
+       "│                     │ 32)               │            │ block_5_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_expand      │ (None, 28, 28,    │      6,144 │ block_5_add[0][0] │\n",
+       "│ (Conv2D)            │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_expand_BN   │ (None, 28, 28,    │        768 │ block_6_expand[0… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_expand_relu │ (None, 28, 28,    │          0 │ block_6_expand_B… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_pad         │ (None, 29, 29,    │          0 │ block_6_expand_r… │\n",
+       "│ (ZeroPadding2D)     │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_depthwise   │ (None, 14, 14,    │      1,728 │ block_6_pad[0][0] │\n",
+       "│ (DepthwiseConv2D)   │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_depthwise_… │ (None, 14, 14,    │        768 │ block_6_depthwis… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_depthwise_… │ (None, 14, 14,    │          0 │ block_6_depthwis… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_project     │ (None, 14, 14,    │     12,288 │ block_6_depthwis… │\n",
+       "│ (Conv2D)            │ 64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_project_BN  │ (None, 14, 14,    │        256 │ block_6_project[ │\n",
+       "│ (BatchNormalizatio…64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_expand      │ (None, 14, 14,    │     24,576 │ block_6_project_… │\n",
+       "│ (Conv2D)            │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_expand_BN   │ (None, 14, 14,    │      1,536 │ block_7_expand[0… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_expand_relu │ (None, 14, 14,    │          0 │ block_7_expand_B… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_depthwise   │ (None, 14, 14,    │      3,456 │ block_7_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_depthwise_… │ (None, 14, 14,    │      1,536 │ block_7_depthwis… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_depthwise_… │ (None, 14, 14,    │          0 │ block_7_depthwis… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_project     │ (None, 14, 14,    │     24,576 │ block_7_depthwis… │\n",
+       "│ (Conv2D)            │ 64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_project_BN  │ (None, 14, 14,    │        256 │ block_7_project[ │\n",
+       "│ (BatchNormalizatio…64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_add (Add)   │ (None, 14, 14,    │          0 │ block_6_project_… │\n",
+       "│                     │ 64)               │            │ block_7_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_expand      │ (None, 14, 14,    │     24,576 │ block_7_add[0][0] │\n",
+       "│ (Conv2D)            │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_expand_BN   │ (None, 14, 14,    │      1,536 │ block_8_expand[0… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_expand_relu │ (None, 14, 14,    │          0 │ block_8_expand_B… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_depthwise   │ (None, 14, 14,    │      3,456 │ block_8_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_depthwise_… │ (None, 14, 14,    │      1,536 │ block_8_depthwis… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_depthwise_… │ (None, 14, 14,    │          0 │ block_8_depthwis… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_project     │ (None, 14, 14,    │     24,576 │ block_8_depthwis… │\n",
+       "│ (Conv2D)            │ 64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_project_BN  │ (None, 14, 14,    │        256 │ block_8_project[ │\n",
+       "│ (BatchNormalizatio…64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_add (Add)   │ (None, 14, 14,    │          0 │ block_7_add[0][0… │\n",
+       "│                     │ 64)               │            │ block_8_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_expand      │ (None, 14, 14,    │     24,576 │ block_8_add[0][0] │\n",
+       "│ (Conv2D)            │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_expand_BN   │ (None, 14, 14,    │      1,536 │ block_9_expand[0… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_expand_relu │ (None, 14, 14,    │          0 │ block_9_expand_B… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_depthwise   │ (None, 14, 14,    │      3,456 │ block_9_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_depthwise_… │ (None, 14, 14,    │      1,536 │ block_9_depthwis… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_depthwise_… │ (None, 14, 14,    │          0 │ block_9_depthwis… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_project     │ (None, 14, 14,    │     24,576 │ block_9_depthwis… │\n",
+       "│ (Conv2D)            │ 64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_project_BN  │ (None, 14, 14,    │        256 │ block_9_project[ │\n",
+       "│ (BatchNormalizatio…64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_add (Add)   │ (None, 14, 14,    │          0 │ block_8_add[0][0… │\n",
+       "│                     │ 64)               │            │ block_9_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_expand     │ (None, 14, 14,    │     24,576 │ block_9_add[0][0] │\n",
+       "│ (Conv2D)            │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_expand_BN  │ (None, 14, 14,    │      1,536 │ block_10_expand[ │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_expand_re… │ (None, 14, 14,    │          0 │ block_10_expand_… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_depthwise  │ (None, 14, 14,    │      3,456 │ block_10_expand_… │\n",
+       "│ (DepthwiseConv2D)   │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_depthwise… │ (None, 14, 14,    │      1,536 │ block_10_depthwi… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_depthwise… │ (None, 14, 14,    │          0 │ block_10_depthwi… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_project    │ (None, 14, 14,    │     36,864 │ block_10_depthwi… │\n",
+       "│ (Conv2D)            │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_project_BN │ (None, 14, 14,    │        384 │ block_10_project… │\n",
+       "│ (BatchNormalizatio…96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_expand     │ (None, 14, 14,    │     55,296 │ block_10_project… │\n",
+       "│ (Conv2D)            │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_expand_BN  │ (None, 14, 14,    │      2,304 │ block_11_expand[ │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_expand_re… │ (None, 14, 14,    │          0 │ block_11_expand_… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_depthwise  │ (None, 14, 14,    │      5,184 │ block_11_expand_… │\n",
+       "│ (DepthwiseConv2D)   │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_depthwise… │ (None, 14, 14,    │      2,304 │ block_11_depthwi… │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_depthwise… │ (None, 14, 14,    │          0 │ block_11_depthwi… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_project    │ (None, 14, 14,    │     55,296 │ block_11_depthwi… │\n",
+       "│ (Conv2D)            │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_project_BN │ (None, 14, 14,    │        384 │ block_11_project… │\n",
+       "│ (BatchNormalizatio…96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_add (Add)  │ (None, 14, 14,    │          0 │ block_10_project… │\n",
+       "│                     │ 96)               │            │ block_11_project… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_expand     │ (None, 14, 14,    │     55,296 │ block_11_add[0][ │\n",
+       "│ (Conv2D)            │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_expand_BN  │ (None, 14, 14,    │      2,304 │ block_12_expand[ │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_expand_re… │ (None, 14, 14,    │          0 │ block_12_expand_… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_depthwise  │ (None, 14, 14,    │      5,184 │ block_12_expand_… │\n",
+       "│ (DepthwiseConv2D)   │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_depthwise… │ (None, 14, 14,    │      2,304 │ block_12_depthwi… │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_depthwise… │ (None, 14, 14,    │          0 │ block_12_depthwi… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_project    │ (None, 14, 14,    │     55,296 │ block_12_depthwi… │\n",
+       "│ (Conv2D)            │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_project_BN │ (None, 14, 14,    │        384 │ block_12_project… │\n",
+       "│ (BatchNormalizatio…96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_add (Add)  │ (None, 14, 14,    │          0 │ block_11_add[0][ │\n",
+       "│                     │ 96)               │            │ block_12_project… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_expand     │ (None, 14, 14,    │     55,296 │ block_12_add[0][ │\n",
+       "│ (Conv2D)            │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_expand_BN  │ (None, 14, 14,    │      2,304 │ block_13_expand[ │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_expand_re… │ (None, 14, 14,    │          0 │ block_13_expand_… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_pad        │ (None, 15, 15,    │          0 │ block_13_expand_… │\n",
+       "│ (ZeroPadding2D)     │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_depthwise  │ (None, 7, 7, 576) │      5,184 │ block_13_pad[0][ │\n",
+       "│ (DepthwiseConv2D)   │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_depthwise… │ (None, 7, 7, 576) │      2,304 │ block_13_depthwi… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_depthwise… │ (None, 7, 7, 576) │          0 │ block_13_depthwi… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_project    │ (None, 7, 7, 160) │     92,160 │ block_13_depthwi… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_project_BN │ (None, 7, 7, 160) │        640 │ block_13_project… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_expand     │ (None, 7, 7, 960) │    153,600 │ block_13_project… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_expand_BN  │ (None, 7, 7, 960) │      3,840 │ block_14_expand[ │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_expand_re… │ (None, 7, 7, 960) │          0 │ block_14_expand_… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_depthwise  │ (None, 7, 7, 960) │      8,640 │ block_14_expand_… │\n",
+       "│ (DepthwiseConv2D)   │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_depthwise… │ (None, 7, 7, 960) │      3,840 │ block_14_depthwi… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_depthwise… │ (None, 7, 7, 960) │          0 │ block_14_depthwi… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_project    │ (None, 7, 7, 160) │    153,600 │ block_14_depthwi… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_project_BN │ (None, 7, 7, 160) │        640 │ block_14_project… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_add (Add)  │ (None, 7, 7, 160) │          0 │ block_13_project… │\n",
+       "│                     │                   │            │ block_14_project… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_expand     │ (None, 7, 7, 960) │    153,600 │ block_14_add[0][ │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_expand_BN  │ (None, 7, 7, 960) │      3,840 │ block_15_expand[ │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_expand_re… │ (None, 7, 7, 960) │          0 │ block_15_expand_… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_depthwise  │ (None, 7, 7, 960) │      8,640 │ block_15_expand_… │\n",
+       "│ (DepthwiseConv2D)   │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_depthwise… │ (None, 7, 7, 960) │      3,840 │ block_15_depthwi… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_depthwise… │ (None, 7, 7, 960) │          0 │ block_15_depthwi… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_project    │ (None, 7, 7, 160) │    153,600 │ block_15_depthwi… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_project_BN │ (None, 7, 7, 160) │        640 │ block_15_project… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_add (Add)  │ (None, 7, 7, 160) │          0 │ block_14_add[0][ │\n",
+       "│                     │                   │            │ block_15_project… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_expand     │ (None, 7, 7, 960) │    153,600 │ block_15_add[0][ │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_expand_BN  │ (None, 7, 7, 960) │      3,840 │ block_16_expand[ │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_expand_re… │ (None, 7, 7, 960) │          0 │ block_16_expand_… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_depthwise  │ (None, 7, 7, 960) │      8,640 │ block_16_expand_… │\n",
+       "│ (DepthwiseConv2D)   │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_depthwise… │ (None, 7, 7, 960) │      3,840 │ block_16_depthwi… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_depthwise… │ (None, 7, 7, 960) │          0 │ block_16_depthwi… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_project    │ (None, 7, 7, 320) │    307,200 │ block_16_depthwi… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_project_BN │ (None, 7, 7, 320) │      1,280 │ block_16_project… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ Conv_1 (Conv2D)     │ (None, 7, 7,      │    409,600 │ block_16_project… │\n",
+       "│                     │ 1280)             │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ Conv_1_bn           │ (None, 7, 7,      │      5,120 │ Conv_1[0][0]      │\n",
+       "│ (BatchNormalizatio…1280)             │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ out_relu (ReLU)     │ (None, 7, 7,      │          0 │ Conv_1_bn[0][0]   │\n",
+       "│                     │ 1280)             │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ global_average_poo… │ (None, 1280)      │          0 │ out_relu[0][0]    │\n",
+       "│ (GlobalAveragePool… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ predictions (Dense) │ (None, 1000)      │  1,281,000 │ global_average_p… │\n",
+       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
+       "
\n" + ], + "text/plain": [ + "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n", + "┃\u001b[1m \u001b[0m\u001b[1mLayer (type) \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to \u001b[0m\u001b[1m \u001b[0m┃\n", + "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n", + "│ input_layer │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m224\u001b[0m, \u001b[38;5;34m224\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ - │\n", + "│ (\u001b[38;5;33mInputLayer\u001b[0m) │ \u001b[38;5;34m3\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ Conv1 (\u001b[38;5;33mConv2D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m864\u001b[0m │ input_layer[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ bn_Conv1 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ Conv1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ Conv1_relu (\u001b[38;5;33mReLU\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ bn_Conv1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_dept… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m288\u001b[0m │ Conv1_relu[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_dept… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ expanded_conv_de… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_dept… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ expanded_conv_de… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_proj… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m512\u001b[0m │ expanded_conv_de… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m16\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_proj… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m64\u001b[0m │ expanded_conv_pr… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m16\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ expanded_conv_pr… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_1_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_1_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_pad │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m113\u001b[0m, \u001b[38;5;34m113\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_1_expand_r… │\n", + "│ (\u001b[38;5;33mZeroPadding2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m864\u001b[0m │ block_1_pad[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_1_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_1_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_1_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m24\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m96\u001b[0m │ block_1_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m24\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_1_project_… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m576\u001b[0m │ block_2_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_2_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m1,296\u001b[0m │ block_2_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m576\u001b[0m │ block_2_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_2_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_2_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m24\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m96\u001b[0m │ block_2_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m24\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_1_project_… │\n", + "│ │ \u001b[38;5;34m24\u001b[0m) │ │ block_2_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_2_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m576\u001b[0m │ block_3_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_3_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_pad │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m57\u001b[0m, \u001b[38;5;34m57\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_3_expand_r… │\n", + "│ (\u001b[38;5;33mZeroPadding2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m1,296\u001b[0m │ block_3_pad[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m576\u001b[0m │ block_3_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_3_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m4,608\u001b[0m │ block_3_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ block_3_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_3_project_… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_4_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_4_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m1,728\u001b[0m │ block_4_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_4_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_4_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_4_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ block_4_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_3_project_… │\n", + "│ │ \u001b[38;5;34m32\u001b[0m) │ │ block_4_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_4_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_5_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_5_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m1,728\u001b[0m │ block_5_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_5_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_5_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_5_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ block_5_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_4_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n", + "│ │ \u001b[38;5;34m32\u001b[0m) │ │ block_5_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_5_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_6_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_6_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_pad │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m29\u001b[0m, \u001b[38;5;34m29\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_6_expand_r… │\n", + "│ (\u001b[38;5;33mZeroPadding2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,728\u001b[0m │ block_6_pad[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_6_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_6_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m12,288\u001b[0m │ block_6_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m256\u001b[0m │ block_6_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_6_project_… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_7_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_7_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_7_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_7_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_7_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_7_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m256\u001b[0m │ block_7_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_6_project_… │\n", + "│ │ \u001b[38;5;34m64\u001b[0m) │ │ block_7_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_7_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_8_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_8_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_8_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_8_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_8_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_8_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m256\u001b[0m │ block_8_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_7_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n", + "│ │ \u001b[38;5;34m64\u001b[0m) │ │ block_8_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_8_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_9_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_9_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_9_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_9_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_9_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_9_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m256\u001b[0m │ block_9_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_8_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n", + "│ │ \u001b[38;5;34m64\u001b[0m) │ │ block_9_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_9_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_10_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_10_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_10_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_10_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_10_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m36,864\u001b[0m │ block_10_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_10_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_10_project… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_11_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_11_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m5,184\u001b[0m │ block_11_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_11_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_11_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_11_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_11_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_10_project… │\n", + "│ │ \u001b[38;5;34m96\u001b[0m) │ │ block_11_project… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_11_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_12_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_12_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m5,184\u001b[0m │ block_12_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_12_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_12_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_12_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_12_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_11_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ │ \u001b[38;5;34m96\u001b[0m) │ │ block_12_project… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_12_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_13_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_13_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_pad │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m15\u001b[0m, \u001b[38;5;34m15\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_13_expand_… │\n", + "│ (\u001b[38;5;33mZeroPadding2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m576\u001b[0m) │ \u001b[38;5;34m5,184\u001b[0m │ block_13_pad[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m576\u001b[0m) │ \u001b[38;5;34m2,304\u001b[0m │ block_13_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m576\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_13_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m92,160\u001b[0m │ block_13_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m640\u001b[0m │ block_13_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_13_project… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_14_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_14_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m8,640\u001b[0m │ block_14_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_14_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_14_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_14_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m640\u001b[0m │ block_14_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_13_project… │\n", + "│ │ │ │ block_14_project… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_14_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_15_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_15_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m8,640\u001b[0m │ block_15_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_15_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_15_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_15_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m640\u001b[0m │ block_15_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_14_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ │ │ │ block_15_project… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_15_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_16_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_16_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m8,640\u001b[0m │ block_16_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_16_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_16_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m320\u001b[0m) │ \u001b[38;5;34m307,200\u001b[0m │ block_16_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m320\u001b[0m) │ \u001b[38;5;34m1,280\u001b[0m │ block_16_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ Conv_1 (\u001b[38;5;33mConv2D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, │ \u001b[38;5;34m409,600\u001b[0m │ block_16_project… │\n", + "│ │ \u001b[38;5;34m1280\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ Conv_1_bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, │ \u001b[38;5;34m5,120\u001b[0m │ Conv_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m1280\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ out_relu (\u001b[38;5;33mReLU\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ Conv_1_bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ │ \u001b[38;5;34m1280\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ global_average_poo… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1280\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ out_relu[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mGlobalAveragePool…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ predictions (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1000\u001b[0m) │ \u001b[38;5;34m1,281,000\u001b[0m │ global_average_p… │\n", + "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
 Total params: 3,538,984 (13.50 MB)\n",
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 Trainable params: 3,504,872 (13.37 MB)\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m3,504,872\u001b[0m (13.37 MB)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
 Non-trainable params: 34,112 (133.25 KB)\n",
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Model: \"functional_2\"\n",
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\n" + ], + "text/plain": [ + "\u001b[1mModel: \"functional_2\"\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃ Layer (type)         Output Shape          Param #  Connected to      ┃\n",
+       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ input_layer         │ (None, 224, 224,  │          0 │ -                 │\n",
+       "│ (InputLayer)        │ 3)                │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ Conv1 (Conv2D)      │ (None, 112, 112,  │        864 │ input_layer[0][0] │\n",
+       "│                     │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bn_Conv1            │ (None, 112, 112,  │        128 │ Conv1[0][0]       │\n",
+       "│ (BatchNormalizatio…32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ Conv1_relu (ReLU)   │ (None, 112, 112,  │          0 │ bn_Conv1[0][0]    │\n",
+       "│                     │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ expanded_conv_dept… │ (None, 112, 112,  │        288 │ Conv1_relu[0][0]  │\n",
+       "│ (DepthwiseConv2D)   │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ expanded_conv_dept… │ (None, 112, 112,  │        128 │ expanded_conv_de… │\n",
+       "│ (BatchNormalizatio…32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ expanded_conv_dept… │ (None, 112, 112,  │          0 │ expanded_conv_de… │\n",
+       "│ (ReLU)              │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ expanded_conv_proj… │ (None, 112, 112,  │        512 │ expanded_conv_de… │\n",
+       "│ (Conv2D)            │ 16)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ expanded_conv_proj… │ (None, 112, 112,  │         64 │ expanded_conv_pr… │\n",
+       "│ (BatchNormalizatio…16)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_expand      │ (None, 112, 112,  │      1,536 │ expanded_conv_pr… │\n",
+       "│ (Conv2D)            │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_expand_BN   │ (None, 112, 112,  │        384 │ block_1_expand[0… │\n",
+       "│ (BatchNormalizatio…96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_expand_relu │ (None, 112, 112,  │          0 │ block_1_expand_B… │\n",
+       "│ (ReLU)              │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_pad         │ (None, 113, 113,  │          0 │ block_1_expand_r… │\n",
+       "│ (ZeroPadding2D)     │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_depthwise   │ (None, 56, 56,    │        864 │ block_1_pad[0][0] │\n",
+       "│ (DepthwiseConv2D)   │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_depthwise_… │ (None, 56, 56,    │        384 │ block_1_depthwis… │\n",
+       "│ (BatchNormalizatio…96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_depthwise_… │ (None, 56, 56,    │          0 │ block_1_depthwis… │\n",
+       "│ (ReLU)              │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_project     │ (None, 56, 56,    │      2,304 │ block_1_depthwis… │\n",
+       "│ (Conv2D)            │ 24)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_1_project_BN  │ (None, 56, 56,    │         96 │ block_1_project[ │\n",
+       "│ (BatchNormalizatio…24)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_expand      │ (None, 56, 56,    │      3,456 │ block_1_project_… │\n",
+       "│ (Conv2D)            │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_expand_BN   │ (None, 56, 56,    │        576 │ block_2_expand[0… │\n",
+       "│ (BatchNormalizatio…144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_expand_relu │ (None, 56, 56,    │          0 │ block_2_expand_B… │\n",
+       "│ (ReLU)              │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_depthwise   │ (None, 56, 56,    │      1,296 │ block_2_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_depthwise_… │ (None, 56, 56,    │        576 │ block_2_depthwis… │\n",
+       "│ (BatchNormalizatio…144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_depthwise_… │ (None, 56, 56,    │          0 │ block_2_depthwis… │\n",
+       "│ (ReLU)              │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_project     │ (None, 56, 56,    │      3,456 │ block_2_depthwis… │\n",
+       "│ (Conv2D)            │ 24)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_project_BN  │ (None, 56, 56,    │         96 │ block_2_project[ │\n",
+       "│ (BatchNormalizatio…24)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_2_add (Add)   │ (None, 56, 56,    │          0 │ block_1_project_… │\n",
+       "│                     │ 24)               │            │ block_2_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_expand      │ (None, 56, 56,    │      3,456 │ block_2_add[0][0] │\n",
+       "│ (Conv2D)            │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_expand_BN   │ (None, 56, 56,    │        576 │ block_3_expand[0… │\n",
+       "│ (BatchNormalizatio…144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_expand_relu │ (None, 56, 56,    │          0 │ block_3_expand_B… │\n",
+       "│ (ReLU)              │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_pad         │ (None, 57, 57,    │          0 │ block_3_expand_r… │\n",
+       "│ (ZeroPadding2D)     │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_depthwise   │ (None, 28, 28,    │      1,296 │ block_3_pad[0][0] │\n",
+       "│ (DepthwiseConv2D)   │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_depthwise_… │ (None, 28, 28,    │        576 │ block_3_depthwis… │\n",
+       "│ (BatchNormalizatio…144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_depthwise_… │ (None, 28, 28,    │          0 │ block_3_depthwis… │\n",
+       "│ (ReLU)              │ 144)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_project     │ (None, 28, 28,    │      4,608 │ block_3_depthwis… │\n",
+       "│ (Conv2D)            │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_3_project_BN  │ (None, 28, 28,    │        128 │ block_3_project[ │\n",
+       "│ (BatchNormalizatio…32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_expand      │ (None, 28, 28,    │      6,144 │ block_3_project_… │\n",
+       "│ (Conv2D)            │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_expand_BN   │ (None, 28, 28,    │        768 │ block_4_expand[0… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_expand_relu │ (None, 28, 28,    │          0 │ block_4_expand_B… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_depthwise   │ (None, 28, 28,    │      1,728 │ block_4_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_depthwise_… │ (None, 28, 28,    │        768 │ block_4_depthwis… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_depthwise_… │ (None, 28, 28,    │          0 │ block_4_depthwis… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_project     │ (None, 28, 28,    │      6,144 │ block_4_depthwis… │\n",
+       "│ (Conv2D)            │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_project_BN  │ (None, 28, 28,    │        128 │ block_4_project[ │\n",
+       "│ (BatchNormalizatio…32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_4_add (Add)   │ (None, 28, 28,    │          0 │ block_3_project_… │\n",
+       "│                     │ 32)               │            │ block_4_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_expand      │ (None, 28, 28,    │      6,144 │ block_4_add[0][0] │\n",
+       "│ (Conv2D)            │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_expand_BN   │ (None, 28, 28,    │        768 │ block_5_expand[0… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_expand_relu │ (None, 28, 28,    │          0 │ block_5_expand_B… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_depthwise   │ (None, 28, 28,    │      1,728 │ block_5_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_depthwise_… │ (None, 28, 28,    │        768 │ block_5_depthwis… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_depthwise_… │ (None, 28, 28,    │          0 │ block_5_depthwis… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_project     │ (None, 28, 28,    │      6,144 │ block_5_depthwis… │\n",
+       "│ (Conv2D)            │ 32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_project_BN  │ (None, 28, 28,    │        128 │ block_5_project[ │\n",
+       "│ (BatchNormalizatio…32)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_5_add (Add)   │ (None, 28, 28,    │          0 │ block_4_add[0][0… │\n",
+       "│                     │ 32)               │            │ block_5_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_expand      │ (None, 28, 28,    │      6,144 │ block_5_add[0][0] │\n",
+       "│ (Conv2D)            │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_expand_BN   │ (None, 28, 28,    │        768 │ block_6_expand[0… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_expand_relu │ (None, 28, 28,    │          0 │ block_6_expand_B… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_pad         │ (None, 29, 29,    │          0 │ block_6_expand_r… │\n",
+       "│ (ZeroPadding2D)     │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_depthwise   │ (None, 14, 14,    │      1,728 │ block_6_pad[0][0] │\n",
+       "│ (DepthwiseConv2D)   │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_depthwise_… │ (None, 14, 14,    │        768 │ block_6_depthwis… │\n",
+       "│ (BatchNormalizatio…192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_depthwise_… │ (None, 14, 14,    │          0 │ block_6_depthwis… │\n",
+       "│ (ReLU)              │ 192)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_project     │ (None, 14, 14,    │     12,288 │ block_6_depthwis… │\n",
+       "│ (Conv2D)            │ 64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_6_project_BN  │ (None, 14, 14,    │        256 │ block_6_project[ │\n",
+       "│ (BatchNormalizatio…64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_expand      │ (None, 14, 14,    │     24,576 │ block_6_project_… │\n",
+       "│ (Conv2D)            │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_expand_BN   │ (None, 14, 14,    │      1,536 │ block_7_expand[0… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_expand_relu │ (None, 14, 14,    │          0 │ block_7_expand_B… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_depthwise   │ (None, 14, 14,    │      3,456 │ block_7_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_depthwise_… │ (None, 14, 14,    │      1,536 │ block_7_depthwis… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_depthwise_… │ (None, 14, 14,    │          0 │ block_7_depthwis… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_project     │ (None, 14, 14,    │     24,576 │ block_7_depthwis… │\n",
+       "│ (Conv2D)            │ 64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_project_BN  │ (None, 14, 14,    │        256 │ block_7_project[ │\n",
+       "│ (BatchNormalizatio…64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_7_add (Add)   │ (None, 14, 14,    │          0 │ block_6_project_… │\n",
+       "│                     │ 64)               │            │ block_7_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_expand      │ (None, 14, 14,    │     24,576 │ block_7_add[0][0] │\n",
+       "│ (Conv2D)            │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_expand_BN   │ (None, 14, 14,    │      1,536 │ block_8_expand[0… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_expand_relu │ (None, 14, 14,    │          0 │ block_8_expand_B… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_depthwise   │ (None, 14, 14,    │      3,456 │ block_8_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_depthwise_… │ (None, 14, 14,    │      1,536 │ block_8_depthwis… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_depthwise_… │ (None, 14, 14,    │          0 │ block_8_depthwis… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_project     │ (None, 14, 14,    │     24,576 │ block_8_depthwis… │\n",
+       "│ (Conv2D)            │ 64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_project_BN  │ (None, 14, 14,    │        256 │ block_8_project[ │\n",
+       "│ (BatchNormalizatio…64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_8_add (Add)   │ (None, 14, 14,    │          0 │ block_7_add[0][0… │\n",
+       "│                     │ 64)               │            │ block_8_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_expand      │ (None, 14, 14,    │     24,576 │ block_8_add[0][0] │\n",
+       "│ (Conv2D)            │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_expand_BN   │ (None, 14, 14,    │      1,536 │ block_9_expand[0… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_expand_relu │ (None, 14, 14,    │          0 │ block_9_expand_B… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_depthwise   │ (None, 14, 14,    │      3,456 │ block_9_expand_r… │\n",
+       "│ (DepthwiseConv2D)   │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_depthwise_… │ (None, 14, 14,    │      1,536 │ block_9_depthwis… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_depthwise_… │ (None, 14, 14,    │          0 │ block_9_depthwis… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_project     │ (None, 14, 14,    │     24,576 │ block_9_depthwis… │\n",
+       "│ (Conv2D)            │ 64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_project_BN  │ (None, 14, 14,    │        256 │ block_9_project[ │\n",
+       "│ (BatchNormalizatio…64)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_9_add (Add)   │ (None, 14, 14,    │          0 │ block_8_add[0][0… │\n",
+       "│                     │ 64)               │            │ block_9_project_… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_expand     │ (None, 14, 14,    │     24,576 │ block_9_add[0][0] │\n",
+       "│ (Conv2D)            │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_expand_BN  │ (None, 14, 14,    │      1,536 │ block_10_expand[ │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_expand_re… │ (None, 14, 14,    │          0 │ block_10_expand_… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_depthwise  │ (None, 14, 14,    │      3,456 │ block_10_expand_… │\n",
+       "│ (DepthwiseConv2D)   │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_depthwise… │ (None, 14, 14,    │      1,536 │ block_10_depthwi… │\n",
+       "│ (BatchNormalizatio…384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_depthwise… │ (None, 14, 14,    │          0 │ block_10_depthwi… │\n",
+       "│ (ReLU)              │ 384)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_project    │ (None, 14, 14,    │     36,864 │ block_10_depthwi… │\n",
+       "│ (Conv2D)            │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_10_project_BN │ (None, 14, 14,    │        384 │ block_10_project… │\n",
+       "│ (BatchNormalizatio…96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_expand     │ (None, 14, 14,    │     55,296 │ block_10_project… │\n",
+       "│ (Conv2D)            │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_expand_BN  │ (None, 14, 14,    │      2,304 │ block_11_expand[ │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_expand_re… │ (None, 14, 14,    │          0 │ block_11_expand_… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_depthwise  │ (None, 14, 14,    │      5,184 │ block_11_expand_… │\n",
+       "│ (DepthwiseConv2D)   │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_depthwise… │ (None, 14, 14,    │      2,304 │ block_11_depthwi… │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_depthwise… │ (None, 14, 14,    │          0 │ block_11_depthwi… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_project    │ (None, 14, 14,    │     55,296 │ block_11_depthwi… │\n",
+       "│ (Conv2D)            │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_project_BN │ (None, 14, 14,    │        384 │ block_11_project… │\n",
+       "│ (BatchNormalizatio…96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_11_add (Add)  │ (None, 14, 14,    │          0 │ block_10_project… │\n",
+       "│                     │ 96)               │            │ block_11_project… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_expand     │ (None, 14, 14,    │     55,296 │ block_11_add[0][ │\n",
+       "│ (Conv2D)            │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_expand_BN  │ (None, 14, 14,    │      2,304 │ block_12_expand[ │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_expand_re… │ (None, 14, 14,    │          0 │ block_12_expand_… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_depthwise  │ (None, 14, 14,    │      5,184 │ block_12_expand_… │\n",
+       "│ (DepthwiseConv2D)   │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_depthwise… │ (None, 14, 14,    │      2,304 │ block_12_depthwi… │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_depthwise… │ (None, 14, 14,    │          0 │ block_12_depthwi… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_project    │ (None, 14, 14,    │     55,296 │ block_12_depthwi… │\n",
+       "│ (Conv2D)            │ 96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_project_BN │ (None, 14, 14,    │        384 │ block_12_project… │\n",
+       "│ (BatchNormalizatio…96)               │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_12_add (Add)  │ (None, 14, 14,    │          0 │ block_11_add[0][ │\n",
+       "│                     │ 96)               │            │ block_12_project… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_expand     │ (None, 14, 14,    │     55,296 │ block_12_add[0][ │\n",
+       "│ (Conv2D)            │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_expand_BN  │ (None, 14, 14,    │      2,304 │ block_13_expand[ │\n",
+       "│ (BatchNormalizatio…576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_expand_re… │ (None, 14, 14,    │          0 │ block_13_expand_… │\n",
+       "│ (ReLU)              │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_pad        │ (None, 15, 15,    │          0 │ block_13_expand_… │\n",
+       "│ (ZeroPadding2D)     │ 576)              │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_depthwise  │ (None, 7, 7, 576) │      5,184 │ block_13_pad[0][ │\n",
+       "│ (DepthwiseConv2D)   │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_depthwise… │ (None, 7, 7, 576) │      2,304 │ block_13_depthwi… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_depthwise… │ (None, 7, 7, 576) │          0 │ block_13_depthwi… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_project    │ (None, 7, 7, 160) │     92,160 │ block_13_depthwi… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_13_project_BN │ (None, 7, 7, 160) │        640 │ block_13_project… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_expand     │ (None, 7, 7, 960) │    153,600 │ block_13_project… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_expand_BN  │ (None, 7, 7, 960) │      3,840 │ block_14_expand[ │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_expand_re… │ (None, 7, 7, 960) │          0 │ block_14_expand_… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_depthwise  │ (None, 7, 7, 960) │      8,640 │ block_14_expand_… │\n",
+       "│ (DepthwiseConv2D)   │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_depthwise… │ (None, 7, 7, 960) │      3,840 │ block_14_depthwi… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_depthwise… │ (None, 7, 7, 960) │          0 │ block_14_depthwi… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_project    │ (None, 7, 7, 160) │    153,600 │ block_14_depthwi… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_project_BN │ (None, 7, 7, 160) │        640 │ block_14_project… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_14_add (Add)  │ (None, 7, 7, 160) │          0 │ block_13_project… │\n",
+       "│                     │                   │            │ block_14_project… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_expand     │ (None, 7, 7, 960) │    153,600 │ block_14_add[0][ │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_expand_BN  │ (None, 7, 7, 960) │      3,840 │ block_15_expand[ │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_expand_re… │ (None, 7, 7, 960) │          0 │ block_15_expand_… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_depthwise  │ (None, 7, 7, 960) │      8,640 │ block_15_expand_… │\n",
+       "│ (DepthwiseConv2D)   │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_depthwise… │ (None, 7, 7, 960) │      3,840 │ block_15_depthwi… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_depthwise… │ (None, 7, 7, 960) │          0 │ block_15_depthwi… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_project    │ (None, 7, 7, 160) │    153,600 │ block_15_depthwi… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_project_BN │ (None, 7, 7, 160) │        640 │ block_15_project… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_15_add (Add)  │ (None, 7, 7, 160) │          0 │ block_14_add[0][ │\n",
+       "│                     │                   │            │ block_15_project… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_expand     │ (None, 7, 7, 960) │    153,600 │ block_15_add[0][ │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_expand_BN  │ (None, 7, 7, 960) │      3,840 │ block_16_expand[ │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_expand_re… │ (None, 7, 7, 960) │          0 │ block_16_expand_… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_depthwise  │ (None, 7, 7, 960) │      8,640 │ block_16_expand_… │\n",
+       "│ (DepthwiseConv2D)   │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_depthwise… │ (None, 7, 7, 960) │      3,840 │ block_16_depthwi… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_depthwise… │ (None, 7, 7, 960) │          0 │ block_16_depthwi… │\n",
+       "│ (ReLU)              │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_project    │ (None, 7, 7, 320) │    307,200 │ block_16_depthwi… │\n",
+       "│ (Conv2D)            │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ block_16_project_BN │ (None, 7, 7, 320) │      1,280 │ block_16_project… │\n",
+       "│ (BatchNormalizatio… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ Conv_1 (Conv2D)     │ (None, 7, 7,      │    409,600 │ block_16_project… │\n",
+       "│                     │ 1280)             │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ Conv_1_bn           │ (None, 7, 7,      │      5,120 │ Conv_1[0][0]      │\n",
+       "│ (BatchNormalizatio…1280)             │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ out_relu (ReLU)     │ (None, 7, 7,      │          0 │ Conv_1_bn[0][0]   │\n",
+       "│                     │ 1280)             │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ global_average_poo… │ (None, 1280)      │          0 │ out_relu[0][0]    │\n",
+       "│ (GlobalAveragePool… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense (Dense)       │ (None, 128)       │    163,968 │ global_average_p… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ activation          │ (None, 128)       │          0 │ dense[0][0]       │\n",
+       "│ (Activation)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_1 (Dense)     │ (None, 64)        │      8,256 │ activation[0][0]  │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ activation_1        │ (None, 64)        │          0 │ dense_1[0][0]     │\n",
+       "│ (Activation)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_2 (Dense)     │ (None, 7)         │        455 │ activation_1[0][ │\n",
+       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
+       "
\n" + ], + "text/plain": [ + "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n", + "┃\u001b[1m \u001b[0m\u001b[1mLayer (type) \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to \u001b[0m\u001b[1m \u001b[0m┃\n", + "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n", + "│ input_layer │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m224\u001b[0m, \u001b[38;5;34m224\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ - │\n", + "│ (\u001b[38;5;33mInputLayer\u001b[0m) │ \u001b[38;5;34m3\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ Conv1 (\u001b[38;5;33mConv2D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m864\u001b[0m │ input_layer[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ bn_Conv1 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ Conv1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ Conv1_relu (\u001b[38;5;33mReLU\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ bn_Conv1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_dept… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m288\u001b[0m │ Conv1_relu[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_dept… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ expanded_conv_de… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_dept… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ expanded_conv_de… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_proj… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m512\u001b[0m │ expanded_conv_de… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m16\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ expanded_conv_proj… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m64\u001b[0m │ expanded_conv_pr… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m16\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ expanded_conv_pr… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_1_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m112\u001b[0m, \u001b[38;5;34m112\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_1_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_pad │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m113\u001b[0m, \u001b[38;5;34m113\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_1_expand_r… │\n", + "│ (\u001b[38;5;33mZeroPadding2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m864\u001b[0m │ block_1_pad[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_1_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_1_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_1_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m24\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_1_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m96\u001b[0m │ block_1_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m24\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_1_project_… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m576\u001b[0m │ block_2_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_2_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m1,296\u001b[0m │ block_2_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m576\u001b[0m │ block_2_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_2_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_2_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m24\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m96\u001b[0m │ block_2_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m24\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_2_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_1_project_… │\n", + "│ │ \u001b[38;5;34m24\u001b[0m) │ │ block_2_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_2_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m576\u001b[0m │ block_3_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m56\u001b[0m, \u001b[38;5;34m56\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_3_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_pad │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m57\u001b[0m, \u001b[38;5;34m57\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_3_expand_r… │\n", + "│ (\u001b[38;5;33mZeroPadding2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m1,296\u001b[0m │ block_3_pad[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m576\u001b[0m │ block_3_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_3_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m144\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m4,608\u001b[0m │ block_3_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_3_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ block_3_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_3_project_… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_4_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_4_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m1,728\u001b[0m │ block_4_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_4_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_4_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_4_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ block_4_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_4_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_3_project_… │\n", + "│ │ \u001b[38;5;34m32\u001b[0m) │ │ block_4_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_4_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_5_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_5_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m1,728\u001b[0m │ block_5_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_5_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_5_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_5_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m128\u001b[0m │ block_5_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m32\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_5_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_4_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n", + "│ │ \u001b[38;5;34m32\u001b[0m) │ │ block_5_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m6,144\u001b[0m │ block_5_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_6_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m28\u001b[0m, \u001b[38;5;34m28\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_6_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_pad │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m29\u001b[0m, \u001b[38;5;34m29\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_6_expand_r… │\n", + "│ (\u001b[38;5;33mZeroPadding2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,728\u001b[0m │ block_6_pad[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m768\u001b[0m │ block_6_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_6_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m192\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m12,288\u001b[0m │ block_6_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_6_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m256\u001b[0m │ block_6_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_6_project_… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_7_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_7_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_7_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_7_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_7_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_7_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m256\u001b[0m │ block_7_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_7_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_6_project_… │\n", + "│ │ \u001b[38;5;34m64\u001b[0m) │ │ block_7_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_7_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_8_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_8_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_8_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_8_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_8_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_8_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m256\u001b[0m │ block_8_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_8_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_7_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n", + "│ │ \u001b[38;5;34m64\u001b[0m) │ │ block_8_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_8_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_9_expand[\u001b[38;5;34m0\u001b[0m… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_expand_relu │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_9_expand_B… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_9_expand_r… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_9_depthwis… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_depthwise_… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_9_depthwis… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_9_depthwis… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m256\u001b[0m │ block_9_project[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m64\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_9_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_8_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n", + "│ │ \u001b[38;5;34m64\u001b[0m) │ │ block_9_project_… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m24,576\u001b[0m │ block_9_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_10_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_10_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m3,456\u001b[0m │ block_10_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m1,536\u001b[0m │ block_10_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_10_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m384\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m36,864\u001b[0m │ block_10_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_10_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_10_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_10_project… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_11_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_11_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m5,184\u001b[0m │ block_11_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_11_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_11_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_11_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_11_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_11_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_10_project… │\n", + "│ │ \u001b[38;5;34m96\u001b[0m) │ │ block_11_project… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_11_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_12_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_12_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m5,184\u001b[0m │ block_12_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_12_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_12_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_12_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m384\u001b[0m │ block_12_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m96\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_12_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_11_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ │ \u001b[38;5;34m96\u001b[0m) │ │ block_12_project… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m55,296\u001b[0m │ block_12_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m2,304\u001b[0m │ block_13_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m14\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_13_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_pad │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m15\u001b[0m, \u001b[38;5;34m15\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ block_13_expand_… │\n", + "│ (\u001b[38;5;33mZeroPadding2D\u001b[0m) │ \u001b[38;5;34m576\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m576\u001b[0m) │ \u001b[38;5;34m5,184\u001b[0m │ block_13_pad[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m576\u001b[0m) │ \u001b[38;5;34m2,304\u001b[0m │ block_13_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m576\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_13_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m92,160\u001b[0m │ block_13_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_13_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m640\u001b[0m │ block_13_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_13_project… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_14_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_14_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m8,640\u001b[0m │ block_14_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_14_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_14_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_14_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m640\u001b[0m │ block_14_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_14_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_13_project… │\n", + "│ │ │ │ block_14_project… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_14_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_15_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_15_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m8,640\u001b[0m │ block_15_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_15_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_15_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_15_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m640\u001b[0m │ block_15_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_15_add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m160\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_14_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ │ │ │ block_15_project… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_expand │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m153,600\u001b[0m │ block_15_add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_expand_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_16_expand[\u001b[38;5;34m…\u001b[0m │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_expand_re… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_16_expand_… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_depthwise │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m8,640\u001b[0m │ block_16_expand_… │\n", + "│ (\u001b[38;5;33mDepthwiseConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m3,840\u001b[0m │ block_16_depthwi… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_depthwise… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m960\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ block_16_depthwi… │\n", + "│ (\u001b[38;5;33mReLU\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_project │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m320\u001b[0m) │ \u001b[38;5;34m307,200\u001b[0m │ block_16_depthwi… │\n", + "│ (\u001b[38;5;33mConv2D\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ block_16_project_BN │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m320\u001b[0m) │ \u001b[38;5;34m1,280\u001b[0m │ block_16_project… │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ Conv_1 (\u001b[38;5;33mConv2D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, │ \u001b[38;5;34m409,600\u001b[0m │ block_16_project… │\n", + "│ │ \u001b[38;5;34m1280\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ Conv_1_bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, │ \u001b[38;5;34m5,120\u001b[0m │ Conv_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ \u001b[38;5;34m1280\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ out_relu (\u001b[38;5;33mReLU\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m, \u001b[38;5;34m7\u001b[0m, │ \u001b[38;5;34m0\u001b[0m │ Conv_1_bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ │ \u001b[38;5;34m1280\u001b[0m) │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ global_average_poo… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1280\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ out_relu[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mGlobalAveragePool…\u001b[0m │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m163,968\u001b[0m │ global_average_p… │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ dense[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_1 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m8,256\u001b[0m │ activation[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ activation_1 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ dense_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", + "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", + "│ dense_2 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m7\u001b[0m) │ \u001b[38;5;34m455\u001b[0m │ activation_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n", + "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
 Total params: 2,430,663 (9.27 MB)\n",
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 Trainable params: 2,396,551 (9.14 MB)\n",
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 Non-trainable params: 34,112 (133.25 KB)\n",
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"Epoch 3/10\n", + "\u001b[1m898/898\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1717s\u001b[0m 2s/step - accuracy: 0.6201 - loss: 1.0161\n", + "Epoch 4/10\n", + "\u001b[1m898/898\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1730s\u001b[0m 2s/step - accuracy: 0.6535 - loss: 0.9405\n", + "Epoch 5/10\n", + "\u001b[1m898/898\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1735s\u001b[0m 2s/step - accuracy: 0.6678 - loss: 0.9011\n", + "Epoch 6/10\n", + "\u001b[1m898/898\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1738s\u001b[0m 2s/step - accuracy: 0.6842 - loss: 0.8473\n", + "Epoch 7/10\n", + "\u001b[1m898/898\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1738s\u001b[0m 2s/step - accuracy: 0.7092 - loss: 0.7848\n", + "Epoch 8/10\n", + "\u001b[1m898/898\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1758s\u001b[0m 2s/step - accuracy: 0.7260 - loss: 0.7391\n", + "Epoch 9/10\n", + "\u001b[1m898/898\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1752s\u001b[0m 2s/step - accuracy: 0.7460 - loss: 0.6932\n", + "Epoch 10/10\n", + "\u001b[1m898/898\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1769s\u001b[0m 2s/step - accuracy: 0.7678 - loss: 0.6363\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "new_model.fit(X, Y, epochs=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "new_model.save(\"model.h5\")" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "D:\\dds_Hackthon\\venv\\lib\\site-packages\\keras\\src\\saving\\saving_lib.py:415: UserWarning: Skipping variable loading for optimizer 'rmsprop', because it has 164 variables whereas the saved optimizer has 326 variables. \n", + " saveable.load_own_variables(weights_store.get(inner_path))\n" + ] + } + ], + "source": [ + "myModel = keras.models.load_model(\"model.h5\")" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "frame = cv2.imread(\"happy.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(720, 1280, 3)" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "frame.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(frame)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "faceCascade = cv2.CascadeClassifier(cv2.data.haarcascades + \"haarcascade_frontalface_default.xml\")" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(720, 1280)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gray.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "ename": "error", + "evalue": "OpenCV(4.9.0) D:\\a\\opencv-python\\opencv-python\\opencv\\modules\\objdetect\\src\\cascadedetect.cpp:1389: error: (-215:Assertion failed) scaleFactor > 1 && _image.depth() == CV_8U in function 'cv::CascadeClassifierImpl::detectMultiScale'\n", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31merror\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[59], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m faces \u001b[38;5;241m=\u001b[39m \u001b[43mfaceCascade\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdetectMultiScale\u001b[49m\u001b[43m(\u001b[49m\u001b[43mgray\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m4\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 2\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m x, y, w, h \u001b[38;5;129;01min\u001b[39;00m faces:\n\u001b[0;32m 3\u001b[0m roi_gray \u001b[38;5;241m=\u001b[39m gray[y:y\u001b[38;5;241m+\u001b[39mh, x:x\u001b[38;5;241m+\u001b[39mw]\n", + "\u001b[1;31merror\u001b[0m: OpenCV(4.9.0) D:\\a\\opencv-python\\opencv-python\\opencv\\modules\\objdetect\\src\\cascadedetect.cpp:1389: error: (-215:Assertion failed) scaleFactor > 1 && _image.depth() == CV_8U in function 'cv::CascadeClassifierImpl::detectMultiScale'\n" + ] + } + ], + "source": [ + "faces = faceCascade.detectMultiScale(gray, 1,1, 4)\n", + "for x, y, w, h in faces:\n", + " roi_gray = gray[y:y+h, x:x+w]\n", + " roi_color = frame[y:y+h, x:x+w]\n", + " cv2.rectangle(frame, (x, y), (x+w, y+h), (255, 0, 0), 2)\n", + " detectedFace = faceCascade.detectMultiScale(roi_gray)\n", + " if (len(detectedFace)) == 0:\n", + " print(\"No Face Found\")\n", + " else:\n", + " for (ex, ey, ew, eh) in detectedFace:\n", + " face_roi = roi_color[ey: ey+eh, ex:ex+ew]\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(frame)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Check if face_roi is defined to avoid errors\n", + "try:\n", + " final_image = cv2.resize(face_roi, (224, 224))\n", + "except NameError:\n", + " print(\"No face ROI found.\")\n", + "else:\n", + " final_image = np.expand_dims(final_image, axis=0)\n", + " final_image = final_image / 255.0\n", + "\n", + " # Predict emotion\n", + " predictions = model.predict(final_image)\n", + " readable_array = np.set_printoptions(suppress=True, precision=8)\n", + " print(predictions[0])\n", + " print(np.max(predictions))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/README.md b/README.md index 3a77d8b3c..5cf9249f3 100644 --- a/README.md +++ b/README.md @@ -1,132 +1,4 @@ -# FER May Hakathon - -Facial Emotion Detection Hackathon Project, Create a model and test it uing 5 to 10 sec videos to detect emotions - -# Facial Emotion Recognition - -
-
- -![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54) -![TensorFlow](https://img.shields.io/badge/TensorFlow-%23FF6F00.svg?style=for-the-badge&logo=TensorFlow&logoColor=white) -![Jupyter Notebook](https://img.shields.io/badge/jupyter-%23FA0F00.svg?style=for-the-badge&logo=jupyter&logoColor=white) - - -
- -
-
- Logo -
-

-
- DDS logo -
-# Decoding Data Science in partnership with Falcons.ai -

- -Objective: Develop an efficient facial emotion classification system employing OpenCV/Tensorflow to identify facial emotions within video streams. The goal is to achieve a high level of accuracy, low latency, and minimal computational overhead. - -Similar to:
- -[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/Msk1drgWEdY/0.jpg)](https://www.youtube.com/watch?v=Msk1drgWEdY) - -Data Source: A video dataset or a combination of image datasets featuring the target objects in states of emotion. - -Kaggle : https://www.kaggle.com/datasets/msambare/fer2013 - -Preprocessing (if needed): Standardize or augment the images/video frames to improve model generalization, if necessary, while preserving the aspect ratio and critical features. - -Model Selection & Training: -1. Using the FER dataset(partial). -2. Train a custom model using the prepared dataset and analyze the performance. -3. Deploy Streamlit and OpenCV to allow users a web ui in which to upload a video and have the video frames analyzed by your model. - -Expecation - -The expectations are for the following: -1) The code used to train the model. -2) The model you trained. -3) The Code used to run the UI and upload the video for inference. - -This problem set provides a clear path to address image analysis issues using OpenCV, with a focus on Facial Emotion Classification in video streams. It allows researchers or students to hone in on critical aspects such as data preprocessing, model selection, hyperparameter tuning, performance evaluation, and results interpretation. -

- --------------- Fully functional Jupyternotebook will be added upon hack-a-thon challenge completion -------------- - - -

-

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-
- - -## Usage -
-

- To use the notebook with relative ease please follow the steps below: -
-

- -1. Ensure all of the required libraries are installed. - -2. Load the libraries. - -3. Run the cells and the cloud images will be generated and saved in the "clouds" directory. - -

-
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-
- - - - - -## Contributing - -Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**. - -If you want, feel free to fork this repository. You can also simply open an issue with the tag "enhancement". -Don't forget to give the project a star! Thanks again! - -1. Fork the Project -2. Create your Feature Branch (`git checkout -b feature/YourFeature`) -3. Commit your Changes (`git commit -m 'Add some YourFeature'`) -4. Push to the Branch (`git push origin feature/YourFeature`) -5. Open a Pull Request -
- - -

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- - - - -## License - -![](https://img.shields.io/badge/License-MIT-blue) - -

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- - - - -## Contact - -Project Link: [https://github.com/Falcons-ai/fer_dds_challenge] - - -

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- - - -Contributing -Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are greatly appreciated. - -If you want, feel free to fork this repository. You can also simply open an issue with the tag "enhancement". Don't forget to give the project a star! Thanks again! - -Fork the Project -Create your Feature Branch (git checkout -b feature/YourFeature) -Commit your Changes (git commit -m 'Add some YourFeature') -Push to the Branch (git push origin feature/YourFeature) -Open a Pull Request +Team name: Hackathon_TAN +Team members: Nihar Gandhi, Trisha Pinto, Ashitha Ganesan +captain: Nihar Gandhi +Email id: nihargandhi0000@gmail.com \ No newline at end of file diff --git a/haarcascade_frontalface_default.xml b/haarcascade_frontalface_default.xml new file mode 100644 index 000000000..cbd1aa89e --- /dev/null +++ b/haarcascade_frontalface_default.xml @@ -0,0 +1,33314 @@ + + + +BOOST + HAAR + 24 + 24 + + 211 + + 0 + 25 + + <_> + 9 + -5.0425500869750977e+00 + + <_> + + 0 -1 0 -3.1511999666690826e-02 + + 2.0875380039215088e+00 -2.2172100543975830e+00 + <_> + + 0 -1 1 1.2396000325679779e-02 + + -1.8633940219879150e+00 1.3272049427032471e+00 + <_> + + 0 -1 2 2.1927999332547188e-02 + + -1.5105249881744385e+00 1.0625729560852051e+00 + <_> + + 0 -1 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000000000..36dded9ad --- /dev/null +++ b/main.py @@ -0,0 +1,60 @@ +import streamlit as st +import cv2 +import tempfile +import os +import numpy as np +from keras._tf_keras.keras.models import load_model +from keras._tf_keras.keras.preprocessing.image import img_to_array + +model = load_model('model.h5') +emotion_labels = ['Angry', 'Disgust', 'Fear', + 'Happy', 'Sad', 'Surprise', 'Neutral'] + +st.title("Face Emotion Detection from Video") + +uploaded_file = st.file_uploader("Upload a video", type=["mp4", "mov", "avi"]) + +if uploaded_file is not None: + tfile = tempfile.NamedTemporaryFile(delete=False) + tfile.write(uploaded_file.read()) + video_path = tfile.name + + cap = cv2.VideoCapture(video_path) + + stframe = st.empty() + + while cap.isOpened(): + ret, frame = cap.read() + if not ret: + break + + gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY) + + face_cascade = cv2.CascadeClassifier( + cv2.data.haarcascades + 'haarcascade_frontalface_default.xml') + faces = face_cascade.detectMultiScale( + gray, scaleFactor=1.1, minNeighbors=5, minSize=(30, 30)) + + for (x, y, w, h) in faces: + roi_gray = gray[y:y + h, x:x + w] + roi_gray = cv2.resize(roi_gray, (48, 48), + interpolation=cv2.INTER_AREA) + if np.sum([roi_gray]) != 0: + roi = roi_gray.astype('float') / 255.0 + roi = img_to_array(roi) + roi = np.expand_dims(roi, axis=0) + + preds = model.predict(roi)[0] + label = emotion_labels[preds.argmax()] + label_position = (x, y) + + cv2.putText(frame, label, label_position, + cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 0), 2) + cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 255, 0), 2) + + stframe.image(frame, channels="BGR") + + cap.release() + os.remove(video_path) +else: + st.write("Please upload a video file.") diff --git a/model.h5 b/model.h5 new file mode 100644 index 0000000000000000000000000000000000000000..996be31d6b514ad1736ad3d9601316f7de0fa850 GIT binary patch literal 8275512 zcmeEu2UrwIx9EU`DNsa3MMOkI5JV+2Gu;iSU<5Ho5QZS22uL(bW(q_RK`;RZB&y^I 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