├── .flake8 ├── .gitignore ├── LICENSE ├── README.md ├── assets ├── ms-detr-illustration.png ├── ms-detr-implementations.png └── ms-detr-loss-curve.png ├── benchmark.py ├── datasets ├── __init__.py ├── coco.py ├── coco_eval.py ├── coco_panoptic.py ├── data_prefetcher.py ├── panoptic_eval.py ├── samplers.py ├── torchvision_datasets │ ├── __init__.py │ └── coco.py └── transforms.py ├── engine.py ├── impl_a ├── README.md ├── benchmark.py ├── datasets │ ├── __init__.py │ ├── coco.py │ ├── coco_eval.py │ ├── coco_panoptic.py │ ├── data_prefetcher.py │ ├── panoptic_eval.py │ ├── samplers.py │ ├── torchvision_datasets │ │ ├── __init__.py │ │ └── coco.py │ └── transforms.py ├── engine.py ├── main.py ├── models │ ├── __init__.py │ ├── backbone.py │ ├── deformable_detr.py │ ├── deformable_transformer.py │ ├── matcher.py │ ├── matcher_o2m.py │ ├── ops │ │ ├── functions │ │ │ ├── __init__.py │ │ │ └── ms_deform_attn_func.py │ │ ├── make.sh │ │ ├── modules │ │ │ ├── __init__.py │ │ │ └── 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 │ └── segmentation.py ├── scripts │ └── train.sh ├── tools │ ├── launch.py │ ├── run_dist_launch.sh │ └── run_dist_slurm.sh └── util │ ├── __init__.py │ ├── box_ops.py │ ├── misc.py │ └── plot_utils.py ├── main.py ├── models ├── __init__.py ├── backbone.py ├── deformable_detr.py ├── deformable_transformer.py ├── matcher.py ├── matcher_o2m.py ├── ops │ ├── functions │ │ ├── __init__.py │ │ └── ms_deform_attn_func.py │ ├── make.sh │ ├── modules │ │ ├── __init__.py │ │ └── 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 └── segmentation.py ├── requirements.txt ├── scripts ├── eval_ms_detr_300.sh ├── eval_ms_detr_pp_300.sh ├── eval_ms_detr_pp_900.sh ├── train_ms_detr_300.sh ├── train_ms_detr_pp_300.sh └── train_ms_detr_pp_900.sh ├── tools ├── launch.py ├── run_dist_launch.sh └── run_dist_slurm.sh └── util ├── __init__.py ├── box_ops.py ├── misc.py └── plot_utils.py /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Atten4Vis/MS-DETR/HEAD/.flake8 -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ 2 | build/ 3 | dist/ 4 | exps 5 | *.ipynb 6 | *.egg-info/ 7 | -------------------------------------------------------------------------------- /LICENSE: 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