Eye2Brain

Join slack here

Find datasets here

Find saved_models here Replace saved_models uploaded to github by this folder.

Django - app

Our aim is to build a web interface for the models.

Setup

• Clone this repo
• cd DNN-master
• Start jupyter noterbook to view the ipynb files
• To run the app goto cd Django app
• Create virtual environment (Delete env folder used here since it may not work in your environment)
• Install dependencies by pip3 install -r requirements.txt
• Replace saved_models uploaded to github with the drive folder provided in the link here
• Run the app by python3 manage.py runserver
• Click on Choose file
• Take input from Django app/test images or from any other source you wish

Check code snippets for # @Todo. Change the code there as per requirements mentioned in the comments below. Refer to respective Readme in outputs directory.

Files where @ Todo can be found are:

• load_saved_model.py
• views.py

---

The UI

Now	Expected

PLEASE DOWNLOAD THE DATASETS. INSTRUCTIONS PROVIDED IN THE TABLE BELOW

Explaination of DNN files

Name	Dataset & Downloads	File
Brain Tumor	Pretrained model vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5	Tumor.ipynb
Image Captions	Kaggle Flikr image dataset & Pretrained model vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5	Image Captions.ipynb
Voice Recognition	https://www.openslr.org/12	Voice Recognition.ipynb
Banana Ripeness Detection	here	Banana.ipynb
Stock Price Prediction	Alphavantage API	Stocks.ipynb
Sarcasm Detection		Sarcasm Detection.ipynb
Leaf Identification	Leaf snap dataset	Leaf.ipynb
Handwritten Text recognition	IAM handwriting dataset Top 50 (kaggle)	Handwritten.ipynb
Object Detection	Yolopretrained model	object_detection.py