krishnakalyan3/iclr-crop-disease-zindi

Identify wheat rust in images from Ethiopia and Tanzania # My solution for ICLR Workshop Challenge Identify wheat rust in images from Ethiopia and Tanzania. The competition page can be found here. My Solution - 5 fold cross validation - Mixup - EfficientNet Model trained on resized images 524x524 - One Cycle Policy / Differential Learning rate using learning rate finder - PseudoLabeling My main misktakes - Overfit to the leaderboard - Bad CV stratergy ``` Private Leaderboard rank 19 Ideas should have tested - Normalization Code (mean/std) - TTA - Gradient Clipping - Remove confusing Images - Builind a Widget to explore / remove data from the model - Remove images (hash/phash) ``` Results