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add Spc detector
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‎AndroidManifest.xml

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<?xml version="1.0" encoding="utf-8"?>
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<manifest xmlns:android="http://schemas.android.com/apk/res/android"
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package="com.irina.tensorflowexample">
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<uses-permission android:name="android.permission.CAMERA" />
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<uses-feature android:name="android.hardware.camera" />
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<uses-feature android:name="android.hardware.camera.autofocus" />
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<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE"/>
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<uses-permission android:name="android.permission.RECORD_AUDIO" />
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<application
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android:allowBackup="true"
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android:icon="@mipmap/ic_launcher"
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android:label="@string/app_name"
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android:supportsRtl="true"
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android:largeHeap="true"
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android:theme="@style/AppTheme">
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<activity android:name="com.irina.tensorflowexample.CameraActivity">
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<intent-filter>
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<action android:name="android.intent.action.MAIN" />
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<category android:name="android.intent.category.LAUNCHER" />
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</intent-filter>
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</activity>
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</application>
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</manifest>

‎TensorflowDetection

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‎assets/coco_labels_list.txt

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???
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person
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bicycle
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car
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motorcycle
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airplane
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bus
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train
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truck
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boat
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traffic light
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fire hydrant
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???
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stop sign
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parking meter
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bench
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bird
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cat
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dog
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horse
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sheep
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cow
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elephant
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bear
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zebra
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giraffe
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???
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backpack
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umbrella
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???
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???
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handbag
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tie
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suitcase
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frisbee
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skis
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snowboard
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sports ball
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kite
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baseball bat
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baseball glove
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skateboard
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surfboard
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tennis racket
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bottle
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???
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wine glass
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cup
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fork
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knife
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spoon
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bowl
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banana
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apple
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sandwich
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orange
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broccoli
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carrot
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hot dog
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pizza
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donut
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cake
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chair
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couch
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potted plant
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bed
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???
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dining table
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???
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???
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toilet
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???
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tv
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laptop
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mouse
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remote
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keyboard
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cell phone
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microwave
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oven
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toaster
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sink
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refrigerator
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???
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book
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clock
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vase
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scissors
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teddy bear
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hair drier
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toothbrush

‎assets/spc_labels.txt

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???
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Sign
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Pedestrian
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Car

‎assets/spc_mobilenet_v3_1x_0.52_cleaned.pb

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‎assets/spc_mobilenet_v3_2x_0.55_cleaned.pb

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‎assets/ssd_mobilenet_v1_android_export.pb

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‎build.gradle

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// Top-level build file where you can add configuration options common to all sub-projects/modules.
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buildscript {
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repositories {
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jcenter()
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maven {
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url 'https://maven.google.com/'
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name 'Google'
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}
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}
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dependencies {
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classpath 'com.android.tools.build:gradle:3.0.0'
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// NOTE: Do not place your application dependencies here; they belong
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// in the individual module build.gradle files
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}
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}
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allprojects {
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repositories {
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jcenter()
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maven {
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url 'https://maven.google.com/'
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name 'Google'
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}
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}
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}
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project.ext.ASSET_DIR = projectDir.toString() + '/assets'
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def bazelLocation = '/usr/local/bin/bazel'
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def nativeBuildSystem = 'cmake'
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// Controls output directory in APK and CPU type for Bazel builds.
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// NOTE: Does not affect the Makefile build target API (yet), which currently
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// assumes armeabi-v7a. If building with make, changing this will require
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// editing the Makefile as well.
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// The CMake build has only been tested with armeabi-v7a; others may not work.
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//def cpuType = 'armeabi-v7a'
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def cpuType = 'arm64-v8a'
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//def cpuType = 'x86_64'
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// Output directory in the local directory for packaging into the APK.
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def nativeOutDir = 'libs/' + cpuType
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// Default to building with Bazel and override with make if requested.
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def nativeBuildRule = 'buildNativeBazel'
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def demoLibPath = '/home/irina/tensorflow/bazel-bin/tensorflow/examples/android/libtensorflow_demo.so'
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def inferenceLibPath = '/home/irina/tensorflow/bazel-bin/tensorflow/contrib/android/libtensorflow_inference.so'
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if (nativeBuildSystem == 'makefile') {
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nativeBuildRule = 'buildNativeMake'
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demoLibPath = '/home/irina/tensorflow/tensorflow/contrib/makefile/gen/lib/libtensorflow_demo.so'
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inferenceLibPath = '/home/irina/tensorflow/tensorflow/contrib/makefile/gen/lib/libtensorflow_inference.so'
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}
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apply plugin: 'com.android.application'
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android {
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compileSdkVersion 27
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buildToolsVersion "26.0.2"
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if (nativeBuildSystem == 'cmake') {
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defaultConfig {
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applicationId = 'com.irina.tensorflowexample'
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versionCode 1
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versionName "1.0"
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minSdkVersion 21
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targetSdkVersion 27
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ndk {
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abiFilters "${cpuType}"
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}
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externalNativeBuild {
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cmake {
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arguments '-DANDROID_TOOLCHAIN=gcc', '-DANDROID_STL=gnustl_static'
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cppFlags "-std=c++11"
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}
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}
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}
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externalNativeBuild {
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cmake {
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path './jni/CMakeLists.txt'
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}
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}
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}
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buildTypes {
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release {
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minifyEnabled false
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proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro'
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}
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}
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lintOptions {
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abortOnError false
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}
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compileOptions {
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sourceCompatibility JavaVersion.VERSION_1_8
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targetCompatibility JavaVersion.VERSION_1_8
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}
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sourceSets {
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main {
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if (nativeBuildSystem == 'bazel' || nativeBuildSystem == 'makefile') {
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// TensorFlow Java API sources.
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java {
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srcDir '/home/irina/tensorflow/tensorflow/java/src/main/java'
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exclude '**/examples/**'
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}
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// Android TensorFlow wrappers, etc.
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java {
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srcDir '/home/irina/tensorflow/tensorflow/contrib/android/java'
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}
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}
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// Android demo app sources.
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java {
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srcDir 'src'
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}
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manifest.srcFile 'AndroidManifest.xml'
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resources.srcDirs = ['src']
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aidl.srcDirs = ['src']
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renderscript.srcDirs = ['src']
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res.srcDirs = ['res']
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assets.srcDirs = [project.ext.ASSET_DIR]
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jniLibs.srcDirs = ['libs','jni']
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}
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debug.setRoot('build-types/debug')
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release.setRoot('build-types/release')
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}
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}
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task buildNativeBazel(type: Exec) {
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workingDir '/home/irina/tensorflow'
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commandLine bazelLocation, 'build', '-c', 'opt', \
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'tensorflow/examples/android:tensorflow_native_libs', \
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'--crosstool_top=//external:android/crosstool', \
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'--cpu=' + cpuType, \
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'--host_crosstool_top=@bazel_tools//tools/cpp:toolchain'
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}
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task buildNativeMake(type: Exec) {
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environment "NDK_ROOT", android.ndkDirectory
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// Tip: install ccache and uncomment the following to speed up
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// builds significantly.
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// environment "CC_PREFIX", 'ccache'
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workingDir '/home/irina/tensorflow'
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commandLine 'tensorflow/contrib/makefile/build_all_android.sh', \
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'-s', \
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'tensorflow/contrib/makefile/sub_makefiles/android/Makefile.in', \
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'-t', \
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'libtensorflow_inference.so libtensorflow_demo.so' \
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//, '-T' // Uncomment to skip protobuf and speed up subsequent builds.
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}
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task copyNativeLibs(type: Copy) {
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from demoLibPath
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from inferenceLibPath
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into nativeOutDir
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duplicatesStrategy = 'include'
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dependsOn nativeBuildRule
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fileMode 0644
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}
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tasks.whenTaskAdded { task ->
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if (nativeBuildSystem == 'bazel' || nativeBuildSystem == 'makefile') {
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if (task.name == 'assembleDebug') {
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task.dependsOn 'copyNativeLibs'
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}
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if (task.name == 'assembleRelease') {
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task.dependsOn 'copyNativeLibs'
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}
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}
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}
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dependencies {
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compile fileTree(include: ['*.jar'], dir: 'libs')
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androidTestCompile('com.android.support.test.espresso:espresso-core:2.2.2', {
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exclude group: 'com.android.support', module: 'support-annotations'
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})
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compile 'com.android.support.constraint:constraint-layout:1.0.2'
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compile 'com.android.support:appcompat-v7:27.0.2'
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testCompile 'junit:junit:4.12'
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compile 'org.tensorflow:tensorflow-android:+'
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compile 'com.wonderkiln:camerakit:0.13.1'
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}

‎gradle.properties

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# Project-wide Gradle settings.
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# IDE (e.g. Android Studio) users:
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# Gradle settings configured through the IDE *will override*
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# any settings specified in this file.
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# For more details on how to configure your build environment visit
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# http://www.gradle.org/docs/current/userguide/build_environment.html
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# Specifies the JVM arguments used for the daemon process.
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# The setting is particularly useful for tweaking memory settings.
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org.gradle.jvmargs=-Xmx1536m
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# When configured, Gradle will run in incubating parallel mode.
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# This option should only be used with decoupled projects. More details, visit
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# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects
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# org.gradle.parallel=true

‎gradle/wrapper/gradle-wrapper.jar

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