├── .gitignore ├── LICENSE ├── README.md ├── check_dataset.ipynb ├── coco_data_split.py ├── coco_files └── .gitkeep ├── compute_class_weights.py ├── dataset ├── annotations │ └── .gitkeep ├── netcdf │ └── .gitkeep └── oad │ └── .gitkeep ├── export_medians_multi.py ├── logs └── .gitignore ├── model ├── .gitignore ├── OAD_LSTM.py ├── OAD_TempCNN.py ├── OAD_Transformer.py ├── PAD_convLSTM.py ├── PAD_convSTAR.py ├── PAD_tempCNN.py └── PAD_unet.py ├── oad_experiments.py ├── object-based-csv.py ├── pad_experiments.py ├── requirements.txt ├── utils ├── OAD_datamodule.py ├── PAD_datamodule.py ├── PAD_dataset.py ├── __init__.py ├── coco_tools.py ├── settings │ ├── __init__.py │ ├── config.py │ └── mappings │ │ ├── __init__.py │ │ ├── encodings_en.py │ │ ├── mappings_cat.py │ │ └── mappings_fr.py └── tools.py └── visualize_predictions.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/README.md -------------------------------------------------------------------------------- /check_dataset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/check_dataset.ipynb -------------------------------------------------------------------------------- /coco_data_split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/coco_data_split.py -------------------------------------------------------------------------------- /coco_files/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /compute_class_weights.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/compute_class_weights.py -------------------------------------------------------------------------------- /dataset/annotations/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dataset/netcdf/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dataset/oad/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /export_medians_multi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/export_medians_multi.py -------------------------------------------------------------------------------- /logs/.gitignore: -------------------------------------------------------------------------------- 1 | # Initialize Empty Directory 2 | * 3 | !.gitignore -------------------------------------------------------------------------------- /model/.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ 2 | dumps -------------------------------------------------------------------------------- /model/OAD_LSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/model/OAD_LSTM.py -------------------------------------------------------------------------------- /model/OAD_TempCNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/model/OAD_TempCNN.py -------------------------------------------------------------------------------- /model/OAD_Transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/model/OAD_Transformer.py -------------------------------------------------------------------------------- /model/PAD_convLSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/model/PAD_convLSTM.py -------------------------------------------------------------------------------- /model/PAD_convSTAR.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/model/PAD_convSTAR.py -------------------------------------------------------------------------------- /model/PAD_tempCNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/model/PAD_tempCNN.py -------------------------------------------------------------------------------- /model/PAD_unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/model/PAD_unet.py -------------------------------------------------------------------------------- /oad_experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/oad_experiments.py -------------------------------------------------------------------------------- /object-based-csv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/object-based-csv.py -------------------------------------------------------------------------------- /pad_experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/pad_experiments.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/requirements.txt -------------------------------------------------------------------------------- /utils/OAD_datamodule.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/OAD_datamodule.py -------------------------------------------------------------------------------- /utils/PAD_datamodule.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/PAD_datamodule.py -------------------------------------------------------------------------------- /utils/PAD_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/PAD_dataset.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/coco_tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/coco_tools.py -------------------------------------------------------------------------------- /utils/settings/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/settings/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/settings/config.py -------------------------------------------------------------------------------- /utils/settings/mappings/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/settings/mappings/encodings_en.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/settings/mappings/encodings_en.py -------------------------------------------------------------------------------- /utils/settings/mappings/mappings_cat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/settings/mappings/mappings_cat.py -------------------------------------------------------------------------------- /utils/settings/mappings/mappings_fr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/settings/mappings/mappings_fr.py -------------------------------------------------------------------------------- /utils/tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/utils/tools.py -------------------------------------------------------------------------------- /visualize_predictions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Orion-AI-Lab/S4A-Models/HEAD/visualize_predictions.py --------------------------------------------------------------------------------