├── .gitignore ├── LICENSE ├── README.md ├── benchmark.py ├── configs ├── r50_deformable_detr.sh ├── r50_deformable_detr_plus_iterative_bbox_refinement.sh ├── r50_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh ├── r50_deformable_detr_single_scale.sh ├── r50_deformable_detr_single_scale_dc5.sh ├── r50_motr_demo.sh ├── r50_motr_eval.sh ├── r50_motr_submit.sh ├── r50_motr_submit_dance.sh ├── r50_motr_train.sh └── r50_motr_train_dance.sh ├── datasets ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── coco.cpython-36.pyc │ ├── coco_eval.cpython-36.pyc │ ├── data_prefetcher.cpython-36.pyc │ ├── detmot.cpython-36.pyc │ ├── joint.cpython-36.pyc │ ├── panoptic_eval.cpython-36.pyc │ ├── samplers.cpython-36.pyc │ ├── static_detmot.cpython-36.pyc │ └── transforms.cpython-36.pyc ├── coco.py ├── coco_eval.py ├── coco_panoptic.py ├── dance.py ├── data_path │ ├── bdd100k.train │ ├── bdd100k.val │ ├── crowdhuman.train │ ├── crowdhuman.val │ ├── detmot16.train │ ├── detmot17.train │ ├── gen_bdd100k_mot.py │ ├── gen_labels_15.py │ ├── gen_labels_16.py │ ├── joint.train │ ├── mot16.train │ ├── mot17.train │ └── prepare.py ├── data_prefetcher.py ├── detmot.py ├── joint.py ├── panoptic_eval.py ├── samplers.py ├── static_detmot.py ├── torchvision_datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ └── coco.cpython-36.pyc │ └── coco.py └── transforms.py ├── demo.py ├── engine.py ├── eval.py ├── figs ├── demo.avi └── motr.png ├── main.py ├── models ├── .DS_Store ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── backbone.cpython-36.pyc │ ├── deformable_detr.cpython-36.pyc │ ├── deformable_transformer.cpython-36.pyc │ ├── deformable_transformer_plus.cpython-36.pyc │ ├── matcher.cpython-36.pyc │ ├── memory_bank.cpython-36.pyc │ ├── motr.cpython-36.pyc │ ├── position_encoding.cpython-36.pyc │ ├── qim.cpython-36.pyc │ └── segmentation.cpython-36.pyc ├── backbone.py ├── deformable_detr.py ├── deformable_transformer.py ├── deformable_transformer_plus.py ├── matcher.py ├── memory_bank.py ├── motr.py ├── ops │ ├── functions │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── ms_deform_attn_func.cpython-36.pyc │ │ └── ms_deform_attn_func.py │ ├── make.sh │ ├── modules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── ms_deform_attn.cpython-36.pyc │ │ └── ms_deform_attn.py │ ├── setup.py │ ├── src │ │ ├── cpu │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ └── ms_deform_attn_cpu.h │ │ ├── cuda │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ ├── ms_deform_attn_cuda.h │ │ │ └── ms_deform_im2col_cuda.cuh │ │ ├── ms_deform_attn.h │ │ └── vision.cpp │ └── test.py ├── position_encoding.py ├── qim.py ├── relu_dropout.py ├── segmentation.py └── structures │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── boxes.cpython-36.pyc │ └── instances.cpython-36.pyc │ ├── boxes.py │ └── instances.py ├── requirements.txt ├── submit.py ├── submit_dance.py ├── tools ├── launch.py ├── run_dist_launch.sh └── run_dist_slurm.sh └── util ├── __init__.py ├── __pycache__ ├── __init__.cpython-36.pyc ├── box_ops.cpython-36.pyc ├── evaluation.cpython-36.pyc ├── misc.cpython-36.pyc ├── motdet_eval.cpython-36.pyc ├── plot_utils.cpython-36.pyc └── tool.cpython-36.pyc ├── box_ops.py ├── checkpoint.py ├── evaluation.py ├── misc.py ├── motdet_eval.py ├── plot_utils.py └── tool.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/megvii-research/MOTR/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/megvii-research/MOTR/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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