Code for my solution of: https://www.kaggle.com/c/understanding_cloud_organization/overview
All the important code are in py scripts. Don't waste time looking at the ipynb notebooks, they are just spurious experiments I did.
Architectures tried:
- Unet
- FPNet
- LinkNet
Encoders tried:
- Efficientnetb2
- Efficientnetb4
- resnet18
- resnet34
- resnet50
Augmentations that work:
- CLAHE
- Horizontal and vertical rotate
- etc
TODO:
- psudo-labelling
- deep supervision
- variable size training/testing
- TTA
I got very busy during the end phase of the competition and couldn't do more experiments. I didn't even get time to try ensembling.