himanshuagarwal190/Diabetic-Retinopathy

Diabetic Retinopathy detection using Deep Learning

Diabetic-Retinopathy

Diabetic Retinopathy detection using Deep Learning

Dataset Link :

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

Sample Images in DataSet :

Distribution of Images in Dataset

Graphs of Loss and Accuracy of model made from Scratch

Scores of model made from Scratch

Confusion Matrix of model made from Scratch

Graphs of Loss and Accuracy of model made using Transfer Learning

Scores of model made using Transfer Learning

Confusion Matrix of model made from Transfer Learning

GUI of Diabetic Retinopathy