Different models were trained to predict the severity of diabetic retinopathy based on oculus fundus images.
The data was obtained from Kaggle in terms of APTOS 2019 Blindness Detection competition.
Some of the models can be found here
The best metrics were obtained for pretrained ResNet-50 model:
- accuracy 0.844
- f1 score 0.668
The model can be used with our Telegram bot.
Model training
- Ekaterina Shitik (EkaterinShitik)
- Denis Bredov (angrygeese)
- Yuri Slepov (IuriiSl)
- Yulia Volkova (yvolko)
Telegram bot
- Ustin Zolotikov (glitchheadgit)