Automated-Diabetic-Retinopathy-Detection

This case study is based on a Kaggle dataset - https://www.kaggle.com/c/aptos2019-blindness-detection/

Here is the arXiv.org Research paper that was attempted to Implement - https://arxiv.org/pdf/2003.02261.pdf

Contents of the Code Files are given below :-

1. Exploratory Data Analysis.ipynb : All Data Analysis & Insights on Images and classes
2. Processing.ipynb : Image Resizing, preprocessing, data splitting [Image processing, Train/validation data]
3. Resnet50 Colab Implementation.ipynb : Transfer Learning using ResNet50 [Complete Model and Evaluation]
4. research_paper_implementation.ipynb : arXiv.org Research Paper Implementation