├── .gitignore ├── Pipfile ├── Pipfile.lock ├── README.md ├── blending.py ├── conf ├── callbacks │ └── callbacks.yaml ├── config.yaml ├── data_mode │ ├── bad_quality.yaml │ └── good_quality.yaml ├── optimizer │ ├── adam.yaml │ └── adamw.yaml └── scheduler │ ├── cosinewarm.yaml │ └── plateau.yaml ├── data └── .gitkeep ├── imgs ├── augmentation_1.png ├── augmentation_2.png └── gradcam_quality.png ├── inference.sh ├── lightning_logs └── best_model.csv ├── pyproject.toml ├── setup.cfg ├── src ├── __init__.py ├── augmentations.py ├── create_folds.py ├── dataset.py ├── lightning_models.py ├── tta.py └── utils.py ├── stacking.py ├── test.py ├── train.py └── train.sh /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ybabakhin/zindi_wheat_growth/HEAD/.gitignore -------------------------------------------------------------------------------- /Pipfile: 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