vijayshankarrealdeal/projectwork

Diabetic Retinopathy

Detect diabetic retinopathy to stop blindness before it's too late

Deep Learning Project Work,Under

Dr. Rinky Shaw

Diabetic retinopathy is the leading cause of blindness in the working-age population of the developed world. It is estimated to affect over 93 million people.Using Deep Learning the goal is to push an automated detection system to the limit of what is possible – ideally resulting in models with realistic clinical potential.

About Dataset

https://www.kaggle.com/c/aptos2019-blindness-detection

0 - No DR

1 - Mild

2 - Moderate

3 - Severe

4 - Proliferative DR

The Application is made on run on various Platform

Android, iOS , Windows,Web,MacOs

How to Run the application

1. Download the model from -https://drive.google.com/file/d/12Aon-rP3EPPSnAiMLZdC3U1LG7zNtncN/view?usp=sharing

2. Put the Model in projectX folder

3. make a virtual environment using only for windows -virtualenv env -env\Scripts\activate

4. pip install -r requirements.txt

5. run the server on localhost or host on cloud

6. Run Flutter app and check the result