This is project for classify ocular disease with Ocular Disease Recognition-5K (ODIR-5K) Dataset from https://www.kaggle.com/andrewmvd/ocular-disease-recognition-odir5k in this repository recognize the case using VGG-like architecture with 2 strategies:
- Multi-Class Classification - validation result with : Accuracy: 90.04% | F1-Score: 88.10% | Kappa: 86.16% | AUC: 99.16%
- Multi-Label Classification - validation result with : Accuracy: 89.65% | F1-Score (Top-5): 50.17% | AUC: 80.12%
the deployment in android is in android-deployment folder