├── .github └── workflows │ ├── python-package.yml │ └── python-publish.yml ├── .gitignore ├── .vscode └── settings.json ├── LICENSE ├── README.md ├── configs ├── _base_ │ ├── datasets │ │ ├── json │ │ │ ├── README.md │ │ │ ├── features_clips.py │ │ │ ├── features_clips_CALF.py │ │ │ ├── video_dali.py │ │ │ └── video_ocv.py │ │ └── soccernet │ │ │ ├── features_clips.py │ │ │ └── features_clips_CALF.py │ ├── models │ │ ├── contextawarelossfunction.py │ │ ├── e2espot.py │ │ └── learnablepooling.py │ └── schedules │ │ ├── calf_1000_adam.py │ │ ├── e2e_100_map.py │ │ └── pooling_1000_adam.py ├── contextawarelossfunction │ ├── json_soccernet_calf_resnetpca512.py │ └── soccernet_resnetpca512.py ├── e2espot │ ├── e2espot.py │ └── e2espot_ocv.py └── learnablepooling │ ├── json_avgpool++_resnetpca512.py │ ├── json_avgpool_resnetpca512.py │ ├── json_maxpool++_resnetpca512.py │ ├── json_maxpool_resnetpca512.py │ ├── json_netrvlad++_resnetpca512.py │ ├── json_netrvlad_resnetpca512.py │ ├── json_netvlad++_resnetpca512.py │ ├── json_netvlad_resnetpca512.py │ └── soccernet_netvlad++_resnetpca512.py ├── docs ├── install.md ├── roadmap.md └── usage.md ├── oslactionspotting ├── __init__.py ├── apis │ ├── __init__.py │ ├── download_configtask.py │ ├── evaluate │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── evaluate.py │ │ └── utils.py │ ├── inference │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── inference.py │ │ └── utils.py │ └── visualize │ │ ├── __init__.py │ │ ├── builder.py │ │ └── visualizer.py ├── core │ ├── __init__.py │ ├── loss │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── calf.py │ │ ├── ce.py │ │ ├── combine.py │ │ └── nll.py │ ├── optimizer │ │ ├── __init__.py │ │ └── builder.py │ ├── scheduler │ │ ├── __init__.py │ │ └── builder.py │ ├── trainer.py │ └── utils │ │ ├── __init__.py │ │ ├── default_args.py │ │ ├── io.py │ │ └── lightning.py ├── datasets │ ├── __init__.py │ ├── builder.py │ ├── frame.py │ ├── json.py │ ├── soccernet.py │ └── utils.py └── models │ ├── __init__.py │ ├── backbones │ ├── __init__.py │ └── builder.py │ ├── builder.py │ ├── contextaware.py │ ├── e2espot.py │ ├── heads │ ├── __init__.py │ └── builder.py │ ├── learnablepooling.py │ ├── necks │ ├── __init__.py │ ├── builder.py │ ├── calf.py │ └── pooling.py │ └── utils │ ├── __init__.py │ ├── common.py │ ├── impl │ ├── __init__.py │ ├── asformer.py │ ├── calf.py │ ├── gsm.py │ ├── gtad.py │ └── tsm.py │ ├── litebase.py │ ├── modules.py │ ├── shift.py │ └── utils.py ├── pytest.ini ├── requirements.txt ├── setup.cfg ├── setup.py ├── tests └── test_simple.py └── tools ├── README.md ├── createJson ├── create_json_from_folder.py ├── createjson_FWC22.py ├── createjson_FWWC19.py └── createjson_soccernet.py ├── download_dataset_huggingface.py ├── download_weights_model_zoo.py ├── evaluate.py ├── features ├── README.md ├── average_512_TF2.pkl ├── extract_features.py └── pca_512_TF2.pkl ├── infer.py ├── parsing_jsons ├── parse_actionball.py └── parse_soccernet.py ├── slurm ├── 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