├── .devcontainer └── devcontainer.json ├── .dockerignore ├── .gitignore ├── .vscode └── settings.json ├── Dockerfile ├── Makefile ├── README.md ├── configs ├── stage1-effb1-f0.yaml ├── stage1-effb1-f1.yaml ├── stage1-effb1-f2.yaml ├── stage1-effb1-f3.yaml ├── stage1-effb1-f4.yaml ├── stage1-srx50-f0.yaml ├── stage1-srx50-f1.yaml ├── stage1-srx50-f2.yaml ├── stage1-srx50-f3.yaml ├── stage1-srx50-f4.yaml ├── stage2-effb1-f0.yaml ├── stage2-effb1-f1.yaml ├── stage2-effb1-f2.yaml ├── stage2-effb1-f3.yaml ├── stage2-effb1-f4.yaml ├── stage2-srx50-f0.yaml ├── stage2-srx50-f1.yaml ├── stage2-srx50-f2.yaml ├── stage2-srx50-f3.yaml ├── stage2-srx50-f4.yaml ├── stage3-effb1-f0.yaml ├── stage3-effb4-f0.yaml ├── stage3-inrv2-f0.yaml ├── stage3-srx50-2-f0.yaml └── stage3-srx50-f0.yaml ├── data ├── interim │ └── .gitkeep ├── predictions │ └── .gitkeep ├── processed │ ├── .gitkeep │ ├── test_mosaic.csv │ └── train_folds.csv └── raw │ └── .gitkeep ├── docker-compose.yml ├── notebooks └── mosaic.ipynb ├── requirements.txt ├── scripts ├── stage0_step0_prepare.sh ├── stage1_step1_prepare.sh ├── stage1_step2_train.sh ├── stage1_step3_predict.sh ├── stage2_step1_prepare.sh ├── stage2_step2_train.sh ├── stage2_step3_predict.sh ├── stage3_step1_prepare.sh ├── stage3_step2_train.sh └── stage3_step3_predict.sh └── src ├── data ├── __init__.py ├── cut_test.py ├── cut_train.py ├── generate_masks.py ├── resample.py └── stitch_test.py ├── datasets ├── __init__.py ├── datasets.py └── transforms.py ├── getters.py ├── predict.py ├── predict_tif.py ├── train.py └── training ├── __init__.py ├── _modules.py ├── base.py ├── callbacks.py ├── config.py ├── functional.py ├── losses.py ├── metrics.py ├── optimizers.py ├── predictor.py └── runner.py /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qubvel/open-cities-challenge/HEAD/.devcontainer/devcontainer.json 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