├── .gitignore ├── LICENSE ├── README.md ├── configs ├── MVIT_ACTIONS.yaml ├── MVIT_ALL_TASKS.yaml ├── MVIT_PHASES.yaml ├── MVIT_STEPS.yaml └── MVIT_TOOLS.yaml ├── images ├── TAPIR.jpg └── dataset.jpg ├── outputs └── data_annotations │ ├── psi-ava │ ├── fold1 │ │ ├── annotations │ │ │ ├── surgery_ACTIONS_list.pbtxt │ │ │ ├── surgery_PHASES_list.pbtxt │ │ │ ├── surgery_STEPS_list.pbtxt │ │ │ ├── surgery_TOOLS_list.pbtxt │ │ │ ├── train.csv │ │ │ ├── train_preds.csv │ │ │ ├── val.csv │ │ │ └── val_preds.csv │ │ ├── coco_anns │ │ │ ├── train_coco_anns_v3_35s.json │ │ │ ├── train_coco_preds_v3_35s.json │ │ │ ├── val_coco_anns_v3_35s.json │ │ │ └── val_coco_preds_v3_35s.json │ │ └── frame_lists │ │ │ ├── train.csv │ │ │ ├── train_preds.csv │ │ │ ├── val.csv │ │ │ └── val_preds.csv │ └── fold2 │ │ ├── annotations │ │ ├── surgery_ACTIONS_list.pbtxt │ │ ├── surgery_PHASES_list.pbtxt │ │ ├── surgery_STEPS_list.pbtxt │ │ ├── surgery_TOOLS_list.pbtxt │ │ ├── train.csv │ │ ├── train_preds.csv │ │ ├── val.csv │ │ └── val_preds.csv │ │ ├── coco_anns │ │ ├── train_coco_anns_v3_35s.json │ │ ├── train_coco_preds_v3_35s.json │ │ ├── val_coco_anns_v3_35s.json │ │ └── val_coco_preds_v3_35s.json │ │ └── frame_lists │ │ ├── train.csv │ │ ├── train_preds.csv │ │ ├── val.csv │ │ └── val_preds.csv │ └── psi-ava_extended │ ├── fold1 │ ├── annotations │ │ ├── surgery_ACTIONS_list.pbtxt │ │ ├── surgery_PHASES_list.pbtxt │ │ ├── surgery_STEPS_list.pbtxt │ │ ├── surgery_TOOLS_list.pbtxt │ │ ├── train.csv │ │ ├── train_preds.csv │ │ ├── val.csv │ │ └── val_preds.csv │ ├── coco_anns │ │ ├── train_coco_anns_DB1_v3_1s.json │ │ ├── train_coco_preds_DB1_v3_1s.json │ │ ├── val_coco_anns_DB1_v3_1s.json │ │ └── val_coco_preds_DB1_v3_1s.json │ └── frame_lists │ │ ├── train.csv │ │ ├── train_preds.csv │ │ ├── val.csv │ │ └── val_preds.csv │ └── fold2 │ ├── annotations │ ├── surgery_ACTIONS_list.pbtxt │ ├── surgery_PHASES_list.pbtxt │ ├── surgery_STEPS_list.pbtxt │ ├── surgery_TOOLS_list.pbtxt │ ├── train.csv │ ├── train_preds.csv │ ├── val.csv │ └── val_preds.csv │ ├── coco_anns │ ├── train_coco_anns_DB1_v3_1s.json │ ├── train_coco_preds_DB1_v3_1s.json │ ├── val_coco_anns_DB1_v3_1s.json │ └── val_coco_preds_DB1_v3_1s.json │ └── frame_lists │ ├── train.csv │ ├── train_preds.csv │ ├── val.csv │ └── val_preds.csv ├── requirements.txt ├── run_examples ├── mvit_all_tasks.sh ├── mvit_long_term.sh └── mvit_short_term.sh ├── slowfast ├── __init__.py ├── config │ ├── __init__.py │ ├── custom_config.py │ └── defaults.py ├── datasets │ ├── __init__.py │ ├── ava_dataset.py │ ├── ava_helper.py │ ├── build.py │ ├── cv2_transform.py │ ├── loader.py │ ├── transform.py │ └── utils.py ├── evaluate │ ├── __init__.py │ ├── ava_evaluation │ │ ├── README.md │ │ ├── __init__.py │ │ ├── ava_action_list_v2.1_for_activitynet_2018.pbtxt.txt │ │ ├── label_map_util.py │ │ ├── metrics.py │ │ ├── np_box_list.py │ │ ├── np_box_list_ops.py │ │ ├── np_box_mask_list.py │ │ ├── np_box_mask_list_ops.py │ │ ├── np_box_ops.py │ │ ├── np_mask_ops.py │ │ ├── object_detection_evaluation.py │ │ ├── per_image_evaluation.py │ │ └── standard_fields.py │ ├── classification_eval.py │ ├── convert_coco_anns_to_our_method.py │ ├── detection_eval.py │ ├── eval.sh │ └── main_eval.py ├── models │ ├── __init__.py │ ├── attention.py │ ├── batchnorm_helper.py │ ├── build.py │ ├── common.py │ ├── head_helper.py │ ├── losses.py │ ├── nonlocal_helper.py │ ├── operators.py │ ├── optimizer.py │ ├── resnet_helper.py │ ├── stem_helper.py │ ├── swin_transformer.py │ ├── utils.py │ └── video_model_builder.py └── utils │ ├── __init__.py │ ├── ava_eval_helper.py │ ├── benchmark.py │ ├── bn_helper.py │ ├── c2_model_loading.py │ ├── checkpoint.py │ ├── distributed.py │ ├── env.py │ ├── logging.py │ ├── lr_policy.py │ ├── meters.py │ ├── misc.py │ ├── multigrid.py │ ├── multiprocessing.py │ ├── parser.py │ └── weight_init_helper.py └── tools ├── run_net.py └── train_net.py /.gitignore: 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