├── LICENSE ├── README.md ├── configs ├── test │ ├── base_data.py │ ├── res18_d4.py │ ├── res18_d8.py │ ├── res50_d4.py │ └── res50_d8.py └── train │ └── train.py ├── data └── data_info │ ├── davis2017_val_list.json │ ├── val_list.txt │ └── youtube2018_train.json ├── figure ├── framework.png ├── pic.png ├── pose1.gif ├── vip1.gif ├── vip2.gif ├── vos1.gif └── vos2.gif ├── requirements.txt ├── tools ├── _init_paths.py ├── dist_test.sh ├── dist_train.sh ├── test.py └── train.py └── vcl ├── .gitignore ├── __init__.py ├── apis ├── __init__.py ├── test.py └── train.py ├── core ├── __init__.py ├── distributed_wrapper.py ├── evaluation │ ├── __init__.py │ ├── eval_hooks.py │ ├── eval_utils.py │ ├── iou.py │ ├── metric_utils.py │ ├── metrics.py │ └── niqe_pris_params.npz ├── export │ ├── __init__.py │ └── wrappers.py ├── hooks │ ├── __init__.py │ ├── ema_hook.py │ └── visualization.py ├── misc.py ├── optimizer │ ├── __init__.py │ └── builder.py ├── runner │ ├── __init__.py │ ├── epoch_based_runner.py │ └── iter_based_runner.py └── scheduler │ ├── __init__.py │ └── lr_updater.py ├── datasets ├── Imagenet_dataset.py ├── __init__.py ├── base_dataset.py ├── builder.py ├── dataset_wrappers.py ├── jhmdb_dataset.py ├── kinetics_dataset.py ├── pipelines │ ├── __init__.py │ ├── augmentation.py │ ├── compose.py │ ├── formating.py │ └── my_aug.py ├── registry.py ├── samplers │ ├── __init__.py │ └── distributed_sampler.py ├── video_dataset.py ├── vip_dataset.py ├── vos_davis_dataset.py └── vos_youtube_dataset.py ├── models ├── __init__.py ├── backbones │ ├── __init__.py │ ├── resnet.py │ └── swin_transformer.py ├── base.py ├── builder.py ├── common │ ├── __init__.py │ ├── affinity_utils.py │ ├── conv2plus1d.py │ ├── correlation.py │ ├── hoglayer.py │ ├── local_attention.py │ ├── occlusion_estimation.py │ ├── sinkhorn_layers.py │ ├── utils.py │ └── warp.py ├── components │ ├── __init__.py │ ├── attention.py │ ├── head.py │ └── regularizer.py ├── losses │ ├── __init__.py │ 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