├── CITATION.cff ├── LICENSE ├── MANIFEST.in ├── README.md ├── configs ├── _base_ │ ├── datasets │ │ ├── cityscapes_detection.py │ │ ├── cityscapes_instance.py │ │ ├── coco_detection.py │ │ ├── coco_instance.py │ │ ├── coco_instance_semantic.py │ │ ├── coco_panoptic.py │ │ ├── deepfashion.py │ │ ├── lvis_v0.5_instance.py │ │ ├── lvis_v1_instance.py │ │ ├── openimages_detection.py │ │ ├── voc0712.py │ │ └── wider_face.py │ ├── default_runtime.py │ ├── models │ │ ├── cascade_mask_rcnn_r50_fpn.py │ │ ├── cascade_rcnn_r50_fpn.py │ │ ├── fast_rcnn_r50_fpn.py │ │ ├── faster_rcnn_r50_caffe_c4.py │ │ ├── faster_rcnn_r50_caffe_dc5.py │ │ ├── faster_rcnn_r50_fpn.py │ │ ├── mask_rcnn_r50_caffe_c4.py │ │ ├── mask_rcnn_r50_fpn.py │ │ ├── retinanet_r50_fpn.py │ │ ├── rpn_r50_caffe_c4.py │ │ ├── rpn_r50_fpn.py │ │ └── ssd300.py │ └── schedules │ │ ├── schedule_1x.py │ │ ├── schedule_20e.py │ │ └── schedule_2x.py ├── cascade_rcnn │ ├── README.md │ ├── cascade_mask_rcnn_r101_caffe_fpn_1x_coco.py │ ├── cascade_mask_rcnn_r101_caffe_fpn_mstrain_3x_coco.py │ ├── cascade_mask_rcnn_r101_fpn_1x_coco.py │ ├── cascade_mask_rcnn_r101_fpn_20e_coco.py │ ├── cascade_mask_rcnn_r101_fpn_mstrain_3x_coco.py │ ├── cascade_mask_rcnn_r50_caffe_fpn_1x_coco.py │ ├── cascade_mask_rcnn_r50_caffe_fpn_mstrain_3x_coco.py │ ├── cascade_mask_rcnn_r50_fpn_1x_coco.py │ ├── cascade_mask_rcnn_r50_fpn_20e_coco.py │ ├── cascade_mask_rcnn_r50_fpn_mstrain_3x_coco.py │ ├── cascade_mask_rcnn_x101_32x4d_fpn_1x_coco.py │ ├── cascade_mask_rcnn_x101_32x4d_fpn_20e_coco.py │ ├── cascade_mask_rcnn_x101_32x4d_fpn_mstrain_3x_coco.py │ ├── cascade_mask_rcnn_x101_32x8d_fpn_mstrain_3x_coco.py │ ├── cascade_mask_rcnn_x101_64x4d_fpn_1x_coco.py │ ├── cascade_mask_rcnn_x101_64x4d_fpn_20e_coco.py │ ├── cascade_mask_rcnn_x101_64x4d_fpn_mstrain_3x_coco.py │ ├── cascade_rcnn_r101_caffe_fpn_1x_coco.py │ ├── cascade_rcnn_r101_fpn_1x_coco.py │ ├── cascade_rcnn_r101_fpn_20e_coco.py │ ├── cascade_rcnn_r50_caffe_fpn_1x_coco.py │ ├── cascade_rcnn_r50_fpn_1x_coco.py │ ├── cascade_rcnn_r50_fpn_20e_coco.py │ ├── cascade_rcnn_x101_32x4d_fpn_1x_coco.py │ ├── cascade_rcnn_x101_32x4d_fpn_20e_coco.py │ ├── cascade_rcnn_x101_64x4d_fpn_1x_coco.py │ ├── cascade_rcnn_x101_64x4d_fpn_20e_coco.py │ └── metafile.yml ├── mask_rcnn │ ├── README.md │ ├── mask_rcnn_r101_caffe_fpn_1x_coco.py │ ├── mask_rcnn_r101_caffe_fpn_mstrain-poly_3x_coco.py │ ├── mask_rcnn_r101_fpn_1x_coco.py │ ├── mask_rcnn_r101_fpn_2x_coco.py │ ├── mask_rcnn_r101_fpn_mstrain-poly_3x_coco.py │ ├── mask_rcnn_r50_caffe_c4_1x_coco.py │ ├── mask_rcnn_r50_caffe_fpn_1x_coco.py │ ├── mask_rcnn_r50_caffe_fpn_mstrain-poly_1x_coco.py │ ├── mask_rcnn_r50_caffe_fpn_mstrain-poly_2x_coco.py │ ├── mask_rcnn_r50_caffe_fpn_mstrain-poly_3x_coco.py │ ├── mask_rcnn_r50_caffe_fpn_mstrain_1x_coco.py │ ├── mask_rcnn_r50_caffe_fpn_poly_1x_coco_v1.py │ ├── mask_rcnn_r50_fpn_1x_coco.py │ ├── mask_rcnn_r50_fpn_1x_wandb_coco.py │ ├── mask_rcnn_r50_fpn_2x_coco.py │ ├── mask_rcnn_r50_fpn_fp16_1x_coco.py │ ├── mask_rcnn_r50_fpn_mstrain-poly_3x_coco.py │ ├── mask_rcnn_r50_fpn_poly_1x_coco.py │ ├── mask_rcnn_x101_32x4d_fpn_1x_coco.py │ ├── mask_rcnn_x101_32x4d_fpn_2x_coco.py │ ├── mask_rcnn_x101_32x4d_fpn_mstrain-poly_3x_coco.py │ ├── mask_rcnn_x101_32x8d_fpn_1x_coco.py │ ├── mask_rcnn_x101_32x8d_fpn_mstrain-poly_1x_coco.py │ ├── mask_rcnn_x101_32x8d_fpn_mstrain-poly_3x_coco.py │ ├── mask_rcnn_x101_64x4d_fpn_1x_coco.py │ ├── mask_rcnn_x101_64x4d_fpn_2x_coco.py │ ├── mask_rcnn_x101_64x4d_fpn_mstrain-poly_3x_coco.py │ └── metafile.yml ├── ms_rcnn │ ├── README.md │ ├── metafile.yml │ ├── ms_rcnn_r101_caffe_fpn_1x_coco.py │ ├── ms_rcnn_r101_caffe_fpn_2x_coco.py │ ├── ms_rcnn_r50_caffe_fpn_1x_coco.py │ ├── ms_rcnn_r50_caffe_fpn_2x_coco.py │ ├── ms_rcnn_r50_fpn_1x_coco.py │ ├── ms_rcnn_x101_32x4d_fpn_1x_coco.py │ ├── ms_rcnn_x101_64x4d_fpn_1x_coco.py │ └── ms_rcnn_x101_64x4d_fpn_2x_coco.py ├── point_rend │ ├── README.md │ ├── metafile.yml │ ├── point_rend_r50_caffe_fpn_mstrain_1x_coco.py │ └── point_rend_r50_caffe_fpn_mstrain_3x_coco.py ├── queryinst │ ├── README.md │ ├── metafile.yml │ ├── queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py │ ├── queryinst_r101_fpn_mstrain_480-800_3x_coco.py │ ├── queryinst_r50_fpn_1x_coco.py │ ├── queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py │ └── queryinst_r50_fpn_mstrain_480-800_3x_coco.py ├── solo │ ├── README.md │ ├── decoupled_solo_light_r50_fpn_3x_coco.py │ ├── decoupled_solo_r50_fpn_1x_coco.py │ ├── decoupled_solo_r50_fpn_3x_coco.py │ ├── metafile.yml │ ├── solo_r50_fpn_1x_coco.py │ └── solo_r50_fpn_3x_coco.py └── solov2 │ ├── README.md │ ├── metafile.yml │ ├── solov2_light_r18_fpn_3x_coco.py │ ├── solov2_light_r34_fpn_3x_coco.py │ ├── solov2_light_r50_dcn_fpn_3x_coco.py │ ├── solov2_light_r50_fpn_3x_coco.py │ ├── solov2_r101_dcn_fpn_3x_coco.py │ ├── solov2_r101_fpn_3x_coco.py │ ├── solov2_r50_fpn_1x_coco.py │ ├── solov2_r50_fpn_3x_coco.py │ └── solov2_x101_dcn_fpn_3x_coco.py ├── demo ├── MMDet_InstanceSeg_Tutorial.ipynb ├── MMDet_Tutorial.ipynb ├── create_result_gif.py ├── demo.jpg ├── demo.mp4 ├── image_demo.py ├── inference_demo.ipynb ├── video_demo.py ├── video_gpuaccel_demo.py └── webcam_demo.py ├── dist └── mmdet-2.25.3-py3.8.egg ├── docker ├── Dockerfile └── serve │ ├── Dockerfile │ ├── config.properties │ └── entrypoint.sh ├── docs ├── en │ ├── 1_exist_data_model.md │ ├── 2_new_data_model.md │ ├── 3_exist_data_new_model.md │ ├── Makefile │ ├── _static │ │ ├── css │ │ │ └── readthedocs.css │ │ └── image │ │ │ └── mmdet-logo.png │ ├── api.rst │ ├── changelog.md │ ├── compatibility.md │ ├── conf.py │ ├── conventions.md │ ├── faq.md │ ├── get_started.md │ ├── index.rst │ ├── make.bat │ ├── model_zoo.md │ ├── projects.md │ ├── robustness_benchmarking.md │ ├── stat.py │ ├── switch_language.md │ ├── tutorials │ │ ├── config.md │ │ ├── customize_dataset.md │ │ ├── customize_losses.md │ │ ├── customize_models.md │ │ ├── customize_runtime.md │ │ ├── data_pipeline.md │ │ ├── finetune.md │ │ ├── how_to.md │ │ ├── index.rst │ │ ├── init_cfg.md │ │ ├── onnx2tensorrt.md │ │ ├── pytorch2onnx.md │ │ ├── test_results_submission.md │ │ └── useful_hooks.md │ └── useful_tools.md └── zh_cn │ ├── 1_exist_data_model.md │ ├── 2_new_data_model.md │ ├── 3_exist_data_new_model.md │ ├── Makefile │ ├── _static │ ├── css │ │ └── readthedocs.css │ └── image │ │ └── mmdet-logo.png │ ├── api.rst │ ├── article.md │ ├── compatibility.md │ ├── conf.py │ ├── conventions.md │ ├── faq.md │ ├── get_started.md │ ├── index.rst │ ├── make.bat │ ├── model_zoo.md │ ├── projects.md │ ├── robustness_benchmarking.md │ ├── stat.py │ ├── switch_language.md │ ├── tutorials │ ├── config.md │ ├── customize_dataset.md │ ├── customize_losses.md │ ├── customize_models.md │ ├── customize_runtime.md │ ├── data_pipeline.md │ ├── finetune.md │ ├── how_to.md │ ├── index.rst │ ├── init_cfg.md │ ├── onnx2tensorrt.md │ └── pytorch2onnx.md │ └── useful_tools.md ├── mmdet.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── not-zip-safe ├── requires.txt └── top_level.txt ├── mmdet ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ └── version.cpython-38.pyc ├── apis │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── inference.cpython-38.pyc │ │ ├── test.cpython-38.pyc │ │ └── train.cpython-38.pyc │ ├── inference.py │ ├── test.py │ └── train.py ├── core │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-38.pyc │ ├── anchor │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── anchor_generator.cpython-38.pyc │ │ │ ├── builder.cpython-38.pyc │ │ │ ├── point_generator.cpython-38.pyc │ │ │ └── utils.cpython-38.pyc │ │ ├── anchor_generator.py │ │ ├── builder.py │ │ ├── point_generator.py │ │ └── utils.py │ ├── bbox │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── builder.cpython-38.pyc │ │ │ ├── demodata.cpython-38.pyc │ │ │ └── transforms.cpython-38.pyc │ │ ├── assigners │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── approx_max_iou_assigner.cpython-38.pyc │ │ │ │ ├── assign_result.cpython-38.pyc │ │ │ │ ├── atss_assigner.cpython-38.pyc │ │ │ │ ├── base_assigner.cpython-38.pyc │ │ │ │ ├── center_region_assigner.cpython-38.pyc │ │ │ │ ├── grid_assigner.cpython-38.pyc │ │ │ │ ├── hungarian_assigner.cpython-38.pyc │ │ │ │ ├── mask_hungarian_assigner.cpython-38.pyc │ │ │ │ ├── max_iou_assigner.cpython-38.pyc │ │ │ │ ├── point_assigner.cpython-38.pyc │ │ │ │ ├── region_assigner.cpython-38.pyc │ │ │ │ ├── sim_ota_assigner.cpython-38.pyc │ │ │ │ ├── task_aligned_assigner.cpython-38.pyc │ │ │ │ └── uniform_assigner.cpython-38.pyc │ │ │ ├── approx_max_iou_assigner.py │ │ │ ├── assign_result.py │ │ │ ├── atss_assigner.py │ │ │ ├── base_assigner.py │ │ │ ├── center_region_assigner.py │ │ │ ├── grid_assigner.py │ │ │ ├── hungarian_assigner.py │ │ │ ├── mask_hungarian_assigner.py │ │ │ ├── max_iou_assigner.py │ │ │ ├── point_assigner.py │ │ │ ├── region_assigner.py │ │ │ ├── sim_ota_assigner.py │ │ │ ├── task_aligned_assigner.py │ │ │ └── uniform_assigner.py │ │ ├── builder.py │ │ ├── coder │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── base_bbox_coder.cpython-38.pyc │ │ │ │ ├── bucketing_bbox_coder.cpython-38.pyc │ │ │ │ ├── delta_xywh_bbox_coder.cpython-38.pyc │ │ │ │ ├── distance_point_bbox_coder.cpython-38.pyc │ │ │ │ ├── legacy_delta_xywh_bbox_coder.cpython-38.pyc │ │ │ │ ├── pseudo_bbox_coder.cpython-38.pyc │ │ │ │ ├── tblr_bbox_coder.cpython-38.pyc │ │ │ │ └── yolo_bbox_coder.cpython-38.pyc │ │ │ ├── base_bbox_coder.py │ │ │ ├── bucketing_bbox_coder.py │ │ │ ├── delta_xywh_bbox_coder.py │ │ │ ├── distance_point_bbox_coder.py │ │ │ ├── legacy_delta_xywh_bbox_coder.py │ │ │ ├── pseudo_bbox_coder.py │ │ │ ├── tblr_bbox_coder.py │ │ │ └── yolo_bbox_coder.py │ │ ├── demodata.py │ │ ├── iou_calculators │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── builder.cpython-38.pyc │ │ │ │ └── iou2d_calculator.cpython-38.pyc │ │ │ ├── builder.py │ │ │ └── iou2d_calculator.py │ │ ├── match_costs │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── builder.cpython-38.pyc │ │ │ │ └── match_cost.cpython-38.pyc │ │ │ ├── builder.py │ │ │ └── match_cost.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── base_sampler.cpython-38.pyc │ │ │ │ ├── combined_sampler.cpython-38.pyc │ │ │ │ ├── instance_balanced_pos_sampler.cpython-38.pyc │ │ │ │ ├── iou_balanced_neg_sampler.cpython-38.pyc │ │ │ │ ├── mask_pseudo_sampler.cpython-38.pyc │ │ │ │ ├── mask_sampling_result.cpython-38.pyc │ │ │ │ ├── ohem_sampler.cpython-38.pyc │ │ │ │ ├── pseudo_sampler.cpython-38.pyc │ │ │ │ ├── random_sampler.cpython-38.pyc │ │ │ │ ├── sampling_result.cpython-38.pyc │ │ │ │ └── score_hlr_sampler.cpython-38.pyc │ │ │ ├── base_sampler.py │ │ │ ├── combined_sampler.py │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ ├── mask_pseudo_sampler.py │ │ │ ├── mask_sampling_result.py │ │ │ ├── ohem_sampler.py │ │ │ ├── pseudo_sampler.py │ │ │ ├── random_sampler.py │ │ │ ├── sampling_result.py │ │ │ └── score_hlr_sampler.py │ │ └── transforms.py │ ├── data_structures │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── general_data.cpython-38.pyc │ │ │ └── instance_data.cpython-38.pyc │ │ ├── general_data.py │ │ └── instance_data.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── bbox_overlaps.cpython-38.pyc │ │ │ ├── class_names.cpython-38.pyc │ │ │ ├── eval_hooks.cpython-38.pyc │ │ │ ├── mean_ap.cpython-38.pyc │ │ │ ├── panoptic_utils.cpython-38.pyc │ │ │ └── recall.cpython-38.pyc │ │ ├── bbox_overlaps.py │ │ ├── class_names.py │ │ ├── eval_hooks.py │ │ ├── mean_ap.py │ │ ├── panoptic_utils.py │ │ └── recall.py │ ├── export │ │ ├── __init__.py │ │ ├── model_wrappers.py │ │ ├── onnx_helper.py │ │ └── pytorch2onnx.py │ ├── hook │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── checkloss_hook.cpython-38.pyc │ │ │ ├── ema.cpython-38.pyc │ │ │ ├── memory_profiler_hook.cpython-38.pyc │ │ │ ├── set_epoch_info_hook.cpython-38.pyc │ │ │ ├── sync_norm_hook.cpython-38.pyc │ │ │ ├── sync_random_size_hook.cpython-38.pyc │ │ │ ├── wandblogger_hook.cpython-38.pyc │ │ │ ├── yolox_lrupdater_hook.cpython-38.pyc │ │ │ └── yolox_mode_switch_hook.cpython-38.pyc │ │ ├── checkloss_hook.py │ │ ├── ema.py │ │ ├── memory_profiler_hook.py │ │ ├── set_epoch_info_hook.py │ │ ├── sync_norm_hook.py │ │ ├── sync_random_size_hook.py │ │ ├── wandblogger_hook.py │ │ ├── yolox_lrupdater_hook.py │ │ └── yolox_mode_switch_hook.py │ ├── mask │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── mask_target.cpython-38.pyc │ │ │ ├── structures.cpython-38.pyc │ │ │ └── utils.cpython-38.pyc │ │ ├── mask_target.py │ │ ├── structures.py │ │ └── utils.py │ ├── optimizers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── builder.cpython-38.pyc │ │ │ └── layer_decay_optimizer_constructor.cpython-38.pyc │ │ ├── builder.py │ │ └── layer_decay_optimizer_constructor.py │ ├── post_processing │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── bbox_nms.cpython-38.pyc │ │ │ ├── matrix_nms.cpython-38.pyc │ │ │ └── merge_augs.cpython-38.pyc │ │ ├── bbox_nms.py │ │ ├── matrix_nms.py │ │ └── merge_augs.py │ ├── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── dist_utils.cpython-38.pyc │ │ │ └── misc.cpython-38.pyc │ │ ├── dist_utils.py │ │ └── misc.py │ └── visualization │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── image.cpython-38.pyc │ │ └── palette.cpython-38.pyc │ │ ├── image.py │ │ └── palette.py ├── datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── builder.cpython-38.pyc │ │ ├── cityscapes.cpython-38.pyc │ │ ├── coco.cpython-38.pyc │ │ ├── coco_panoptic.cpython-38.pyc │ │ ├── custom.cpython-38.pyc │ │ ├── dataset_wrappers.cpython-38.pyc │ │ ├── deepfashion.cpython-38.pyc │ │ ├── lvis.cpython-38.pyc │ │ ├── openimages.cpython-38.pyc │ │ ├── utils.cpython-38.pyc │ │ ├── voc.cpython-38.pyc │ │ ├── wider_face.cpython-38.pyc │ │ └── xml_style.cpython-38.pyc │ ├── api_wrappers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── coco_api.cpython-38.pyc │ │ │ └── panoptic_evaluation.cpython-38.pyc │ │ ├── coco_api.py │ │ └── panoptic_evaluation.py │ ├── builder.py │ ├── cityscapes.py │ ├── coco.py │ ├── coco_panoptic.py │ ├── custom.py │ ├── dataset_wrappers.py │ ├── deepfashion.py │ ├── lvis.py │ ├── openimages.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── auto_augment.cpython-38.pyc │ │ │ ├── compose.cpython-38.pyc │ │ │ ├── formatting.cpython-38.pyc │ │ │ ├── instaboost.cpython-38.pyc │ │ │ ├── loading.cpython-38.pyc │ │ │ ├── test_time_aug.cpython-38.pyc │ │ │ └── transforms.cpython-38.pyc │ │ ├── auto_augment.py │ │ ├── compose.py │ │ ├── formating.py │ │ ├── formatting.py │ │ ├── instaboost.py │ │ ├── loading.py │ │ ├── test_time_aug.py │ │ └── transforms.py │ ├── samplers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── class_aware_sampler.cpython-38.pyc │ │ │ ├── distributed_sampler.cpython-38.pyc │ │ │ ├── group_sampler.cpython-38.pyc │ │ │ └── infinite_sampler.cpython-38.pyc │ │ ├── class_aware_sampler.py │ │ ├── distributed_sampler.py │ │ ├── group_sampler.py │ │ └── infinite_sampler.py │ ├── utils.py │ ├── voc.py │ ├── wider_face.py │ └── xml_style.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── builder.cpython-38.pyc │ ├── backbones │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── csp_darknet.cpython-38.pyc │ │ │ ├── darknet.cpython-38.pyc │ │ │ ├── detectors_resnet.cpython-38.pyc │ │ │ ├── detectors_resnext.cpython-38.pyc │ │ │ ├── efficientnet.cpython-38.pyc │ │ │ ├── hourglass.cpython-38.pyc │ │ │ ├── hrnet.cpython-38.pyc │ │ │ ├── mobilenet_v2.cpython-38.pyc │ │ │ ├── pvt.cpython-38.pyc │ │ │ ├── regnet.cpython-38.pyc │ │ │ ├── res2net.cpython-38.pyc │ │ │ ├── resnest.cpython-38.pyc │ │ │ ├── resnet.cpython-38.pyc │ │ │ ├── resnext.cpython-38.pyc │ │ │ ├── ssd_vgg.cpython-38.pyc │ │ │ ├── swin.cpython-38.pyc │ │ │ └── trident_resnet.cpython-38.pyc │ │ ├── csp_darknet.py │ │ ├── darknet.py │ │ ├── detectors_resnet.py │ │ ├── detectors_resnext.py │ │ ├── efficientnet.py │ │ ├── hourglass.py │ │ ├── hrnet.py │ │ ├── mobilenet_v2.py │ │ ├── pvt.py │ │ ├── regnet.py │ │ ├── res2net.py │ │ ├── resnest.py │ │ ├── resnet.py │ │ ├── resnext.py │ │ ├── ssd_vgg.py │ │ ├── swin.py │ │ └── trident_resnet.py │ ├── builder.py │ ├── dense_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── anchor_free_head.cpython-38.pyc │ │ │ ├── anchor_head.cpython-38.pyc │ │ │ ├── atss_head.cpython-38.pyc │ │ │ ├── autoassign_head.cpython-38.pyc │ │ │ ├── base_dense_head.cpython-38.pyc │ │ │ ├── base_mask_head.cpython-38.pyc │ │ │ ├── cascade_rpn_head.cpython-38.pyc │ │ │ ├── centernet_head.cpython-38.pyc │ │ │ ├── centripetal_head.cpython-38.pyc │ │ │ ├── corner_head.cpython-38.pyc │ │ │ ├── ddod_head.cpython-38.pyc │ │ │ ├── deformable_detr_head.cpython-38.pyc │ │ │ ├── dense_test_mixins.cpython-38.pyc │ │ │ ├── detr_head.cpython-38.pyc │ │ │ ├── embedding_rpn_head.cpython-38.pyc │ │ │ ├── fcos_head.cpython-38.pyc │ │ │ ├── fovea_head.cpython-38.pyc │ │ │ ├── free_anchor_retina_head.cpython-38.pyc │ │ │ ├── fsaf_head.cpython-38.pyc │ │ │ ├── ga_retina_head.cpython-38.pyc │ │ │ ├── ga_rpn_head.cpython-38.pyc │ │ │ ├── gfl_head.cpython-38.pyc │ │ │ ├── guided_anchor_head.cpython-38.pyc │ │ │ ├── lad_head.cpython-38.pyc │ │ │ ├── ld_head.cpython-38.pyc │ │ │ ├── mask2former_head.cpython-38.pyc │ │ │ ├── maskformer_head.cpython-38.pyc │ │ │ ├── nasfcos_head.cpython-38.pyc │ │ │ ├── paa_head.cpython-38.pyc │ │ │ ├── pisa_retinanet_head.cpython-38.pyc │ │ │ ├── pisa_ssd_head.cpython-38.pyc │ │ │ ├── reppoints_head.cpython-38.pyc │ │ │ ├── retina_head.cpython-38.pyc │ │ │ ├── retina_sepbn_head.cpython-38.pyc │ │ │ ├── rpn_head.cpython-38.pyc │ │ │ ├── sabl_retina_head.cpython-38.pyc │ │ │ ├── solo_head.cpython-38.pyc │ │ │ ├── solov2_head.cpython-38.pyc │ │ │ ├── ssd_head.cpython-38.pyc │ │ │ ├── tood_head.cpython-38.pyc │ │ │ ├── vfnet_head.cpython-38.pyc │ │ │ ├── yolact_head.cpython-38.pyc │ │ │ ├── yolo_head.cpython-38.pyc │ │ │ ├── yolof_head.cpython-38.pyc │ │ │ └── yolox_head.cpython-38.pyc │ │ ├── anchor_free_head.py │ │ ├── anchor_head.py │ │ ├── atss_head.py │ │ ├── autoassign_head.py │ │ ├── base_dense_head.py │ │ ├── base_mask_head.py │ │ ├── cascade_rpn_head.py │ │ ├── centernet_head.py │ │ ├── centripetal_head.py │ │ ├── corner_head.py │ │ ├── ddod_head.py │ │ ├── deformable_detr_head.py │ │ ├── dense_test_mixins.py │ │ ├── detr_head.py │ │ ├── embedding_rpn_head.py │ │ ├── fcos_head.py │ │ ├── fovea_head.py │ │ ├── free_anchor_retina_head.py │ │ ├── fsaf_head.py │ │ ├── ga_retina_head.py │ │ ├── ga_rpn_head.py │ │ ├── gfl_head.py │ │ ├── guided_anchor_head.py │ │ ├── lad_head.py │ │ ├── ld_head.py │ │ ├── mask2former_head.py │ │ ├── maskformer_head.py │ │ ├── nasfcos_head.py │ │ ├── paa_head.py │ │ ├── pisa_retinanet_head.py │ │ ├── pisa_ssd_head.py │ │ ├── reppoints_head.py │ │ ├── retina_head.py │ │ ├── retina_sepbn_head.py │ │ ├── rpn_head.py │ │ ├── sabl_retina_head.py │ │ ├── solo_head.py │ │ ├── solov2_head.py │ │ ├── ssd_head.py │ │ ├── tood_head.py │ │ ├── vfnet_head.py │ │ ├── yolact_head.py │ │ ├── yolo_head.py │ │ ├── yolof_head.py │ │ └── yolox_head.py │ ├── detectors │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── atss.cpython-38.pyc │ │ │ ├── autoassign.cpython-38.pyc │ │ │ ├── base.cpython-38.pyc │ │ │ ├── cascade_rcnn.cpython-38.pyc │ │ │ ├── centernet.cpython-38.pyc │ │ │ ├── cornernet.cpython-38.pyc │ │ │ ├── ddod.cpython-38.pyc │ │ │ ├── deformable_detr.cpython-38.pyc │ │ │ ├── detr.cpython-38.pyc │ │ │ ├── fast_rcnn.cpython-38.pyc │ │ │ ├── faster_rcnn.cpython-38.pyc │ │ │ ├── fcos.cpython-38.pyc │ │ │ ├── fovea.cpython-38.pyc │ │ │ ├── fsaf.cpython-38.pyc │ │ │ ├── gfl.cpython-38.pyc │ │ │ ├── grid_rcnn.cpython-38.pyc │ │ │ ├── htc.cpython-38.pyc │ │ │ ├── kd_one_stage.cpython-38.pyc │ │ │ ├── lad.cpython-38.pyc │ │ │ ├── mask2former.cpython-38.pyc │ │ │ ├── mask_rcnn.cpython-38.pyc │ │ │ ├── mask_scoring_rcnn.cpython-38.pyc │ │ │ ├── maskformer.cpython-38.pyc │ │ │ ├── nasfcos.cpython-38.pyc │ │ │ ├── paa.cpython-38.pyc │ │ │ ├── panoptic_fpn.cpython-38.pyc │ │ │ ├── panoptic_two_stage_segmentor.cpython-38.pyc │ │ │ ├── point_rend.cpython-38.pyc │ │ │ ├── queryinst.cpython-38.pyc │ │ │ ├── reppoints_detector.cpython-38.pyc │ │ │ ├── retinanet.cpython-38.pyc │ │ │ ├── rpn.cpython-38.pyc │ │ │ ├── scnet.cpython-38.pyc │ │ │ ├── single_stage.cpython-38.pyc │ │ │ ├── single_stage_instance_seg.cpython-38.pyc │ │ │ ├── solo.cpython-38.pyc │ │ │ ├── solov2.cpython-38.pyc │ │ │ ├── sparse_rcnn.cpython-38.pyc │ │ │ ├── tood.cpython-38.pyc │ │ │ ├── trident_faster_rcnn.cpython-38.pyc │ │ │ ├── two_stage.cpython-38.pyc │ │ │ ├── vfnet.cpython-38.pyc │ │ │ ├── yolact.cpython-38.pyc │ │ │ ├── yolo.cpython-38.pyc │ │ │ ├── yolof.cpython-38.pyc │ │ │ └── yolox.cpython-38.pyc │ │ ├── atss.py │ │ ├── autoassign.py │ │ ├── base.py │ │ ├── cascade_rcnn.py │ │ ├── centernet.py │ │ ├── cornernet.py │ │ ├── ddod.py │ │ ├── deformable_detr.py │ │ ├── detr.py │ │ ├── fast_rcnn.py │ │ ├── faster_rcnn.py │ │ ├── fcos.py │ │ ├── fovea.py │ │ ├── fsaf.py │ │ ├── gfl.py │ │ ├── grid_rcnn.py │ │ ├── htc.py │ │ ├── kd_one_stage.py │ │ ├── lad.py │ │ ├── mask2former.py │ │ ├── mask_rcnn.py │ │ ├── mask_scoring_rcnn.py │ │ ├── maskformer.py │ │ ├── nasfcos.py │ │ ├── paa.py │ │ ├── panoptic_fpn.py │ │ ├── panoptic_two_stage_segmentor.py │ │ ├── point_rend.py │ │ ├── queryinst.py │ │ ├── reppoints_detector.py │ │ ├── retinanet.py │ │ ├── rpn.py │ │ ├── scnet.py │ │ ├── single_stage.py │ │ ├── single_stage_instance_seg.py │ │ ├── solo.py │ │ ├── solov2.py │ │ ├── sparse_rcnn.py │ │ ├── tood.py │ │ ├── trident_faster_rcnn.py │ │ ├── two_stage.py │ │ ├── vfnet.py │ │ ├── yolact.py │ │ ├── yolo.py │ │ ├── yolof.py │ │ └── yolox.py │ ├── losses │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── accuracy.cpython-38.pyc │ │ │ ├── ae_loss.cpython-38.pyc │ │ │ ├── balanced_l1_loss.cpython-38.pyc │ │ │ ├── cross_entropy_loss.cpython-38.pyc │ │ │ ├── dice_loss.cpython-38.pyc │ │ │ ├── focal_loss.cpython-38.pyc │ │ │ ├── gaussian_focal_loss.cpython-38.pyc │ │ │ ├── gfocal_loss.cpython-38.pyc │ │ │ ├── ghm_loss.cpython-38.pyc │ │ │ ├── iou_loss.cpython-38.pyc │ │ │ ├── kd_loss.cpython-38.pyc │ │ │ ├── mse_loss.cpython-38.pyc │ │ │ ├── pisa_loss.cpython-38.pyc │ │ │ ├── seesaw_loss.cpython-38.pyc │ │ │ ├── smooth_l1_loss.cpython-38.pyc │ │ │ ├── utils.cpython-38.pyc │ │ │ └── varifocal_loss.cpython-38.pyc │ │ ├── accuracy.py │ │ ├── ae_loss.py │ │ ├── balanced_l1_loss.py │ │ ├── cross_entropy_loss.py │ │ ├── dice_loss.py │ │ ├── focal_loss.py │ │ ├── gaussian_focal_loss.py │ │ ├── gfocal_loss.py │ │ ├── ghm_loss.py │ │ ├── iou_loss.py │ │ ├── kd_loss.py │ │ ├── mse_loss.py │ │ ├── pisa_loss.py │ │ ├── seesaw_loss.py │ │ ├── smooth_l1_loss.py │ │ ├── utils.py │ │ └── varifocal_loss.py │ ├── necks │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── bfp.cpython-38.pyc │ │ │ ├── channel_mapper.cpython-38.pyc │ │ │ ├── ct_resnet_neck.cpython-38.pyc │ │ │ ├── dilated_encoder.cpython-38.pyc │ │ │ ├── dyhead.cpython-38.pyc │ │ │ ├── fpg.cpython-38.pyc │ │ │ ├── fpn.cpython-38.pyc │ │ │ ├── fpn_carafe.cpython-38.pyc │ │ │ ├── hrfpn.cpython-38.pyc │ │ │ ├── nas_fpn.cpython-38.pyc │ │ │ ├── nasfcos_fpn.cpython-38.pyc │ │ │ ├── pafpn.cpython-38.pyc │ │ │ ├── rfp.cpython-38.pyc │ │ │ ├── ssd_neck.cpython-38.pyc │ │ │ ├── yolo_neck.cpython-38.pyc │ │ │ └── yolox_pafpn.cpython-38.pyc │ │ ├── bfp.py │ │ ├── channel_mapper.py │ │ ├── ct_resnet_neck.py │ │ ├── dilated_encoder.py │ │ ├── dyhead.py │ │ ├── fpg.py │ │ ├── fpn.py │ │ ├── fpn_carafe.py │ │ ├── hrfpn.py │ │ ├── nas_fpn.py │ │ ├── nasfcos_fpn.py │ │ ├── pafpn.py │ │ ├── rfp.py │ │ ├── ssd_neck.py │ │ ├── yolo_neck.py │ │ └── yolox_pafpn.py │ ├── plugins │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── dropblock.cpython-38.pyc │ │ │ ├── msdeformattn_pixel_decoder.cpython-38.pyc │ │ │ └── pixel_decoder.cpython-38.pyc │ │ ├── dropblock.py │ │ ├── msdeformattn_pixel_decoder.py │ │ └── pixel_decoder.py │ ├── roi_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base_roi_head.cpython-38.pyc │ │ │ ├── cascade_roi_head.cpython-38.pyc │ │ │ ├── double_roi_head.cpython-38.pyc │ │ │ ├── dynamic_roi_head.cpython-38.pyc │ │ │ ├── grid_roi_head.cpython-38.pyc │ │ │ ├── htc_roi_head.cpython-38.pyc │ │ │ ├── mask_scoring_roi_head.cpython-38.pyc │ │ │ ├── pisa_roi_head.cpython-38.pyc │ │ │ ├── point_rend_roi_head.cpython-38.pyc │ │ │ ├── scnet_roi_head.cpython-38.pyc │ │ │ ├── sparse_roi_head.cpython-38.pyc │ │ │ ├── standard_roi_head.cpython-38.pyc │ │ │ ├── test_mixins.cpython-38.pyc │ │ │ └── trident_roi_head.cpython-38.pyc │ │ ├── base_roi_head.py │ │ ├── bbox_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── bbox_head.cpython-38.pyc │ │ │ │ ├── convfc_bbox_head.cpython-38.pyc │ │ │ │ ├── dii_head.cpython-38.pyc │ │ │ │ ├── double_bbox_head.cpython-38.pyc │ │ │ │ ├── sabl_head.cpython-38.pyc │ │ │ │ └── scnet_bbox_head.cpython-38.pyc │ │ │ ├── bbox_head.py │ │ │ ├── convfc_bbox_head.py │ │ │ ├── dii_head.py │ │ │ ├── double_bbox_head.py │ │ │ ├── sabl_head.py │ │ │ └── scnet_bbox_head.py │ │ ├── cascade_roi_head.py │ │ ├── double_roi_head.py │ │ ├── dynamic_roi_head.py │ │ ├── grid_roi_head.py │ │ ├── htc_roi_head.py │ │ ├── mask_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── coarse_mask_head.cpython-38.pyc │ │ │ │ ├── dynamic_mask_head.cpython-38.pyc │ │ │ │ ├── fcn_mask_head.cpython-38.pyc │ │ │ │ ├── feature_relay_head.cpython-38.pyc │ │ │ │ ├── fused_semantic_head.cpython-38.pyc │ │ │ │ ├── global_context_head.cpython-38.pyc │ │ │ │ ├── grid_head.cpython-38.pyc │ │ │ │ ├── htc_mask_head.cpython-38.pyc │ │ │ │ ├── mask_point_head.cpython-38.pyc │ │ │ │ ├── maskiou_head.cpython-38.pyc │ │ │ │ ├── scnet_mask_head.cpython-38.pyc │ │ │ │ └── scnet_semantic_head.cpython-38.pyc │ │ │ ├── coarse_mask_head.py │ │ │ ├── dynamic_mask_head.py │ │ │ ├── fcn_mask_head.py │ │ │ ├── feature_relay_head.py │ │ │ ├── fused_semantic_head.py │ │ │ ├── global_context_head.py │ │ │ ├── grid_head.py │ │ │ ├── htc_mask_head.py │ │ │ ├── mask_point_head.py │ │ │ ├── maskiou_head.py │ │ │ ├── scnet_mask_head.py │ │ │ └── scnet_semantic_head.py │ │ ├── mask_scoring_roi_head.py │ │ ├── pisa_roi_head.py │ │ ├── point_rend_roi_head.py │ │ ├── roi_extractors │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── base_roi_extractor.cpython-38.pyc │ │ │ │ ├── generic_roi_extractor.cpython-38.pyc │ │ │ │ └── single_level_roi_extractor.cpython-38.pyc │ │ │ ├── base_roi_extractor.py │ │ │ ├── generic_roi_extractor.py │ │ │ └── single_level_roi_extractor.py │ │ ├── scnet_roi_head.py │ │ ├── shared_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ └── res_layer.cpython-38.pyc │ │ │ └── res_layer.py │ │ ├── sparse_roi_head.py │ │ ├── standard_roi_head.py │ │ ├── test_mixins.py │ │ └── trident_roi_head.py │ ├── seg_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base_semantic_head.cpython-38.pyc │ │ │ └── panoptic_fpn_head.cpython-38.pyc │ │ ├── base_semantic_head.py │ │ ├── panoptic_fpn_head.py │ │ └── panoptic_fusion_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base_panoptic_fusion_head.cpython-38.pyc │ │ │ ├── heuristic_fusion_head.cpython-38.pyc │ │ │ └── maskformer_fusion_head.cpython-38.pyc │ │ │ ├── base_panoptic_fusion_head.py │ │ │ ├── heuristic_fusion_head.py │ │ │ └── maskformer_fusion_head.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── brick_wrappers.cpython-38.pyc │ │ ├── builder.cpython-38.pyc │ │ ├── ckpt_convert.cpython-38.pyc │ │ ├── conv_upsample.cpython-38.pyc │ │ ├── csp_layer.cpython-38.pyc │ │ ├── gaussian_target.cpython-38.pyc │ │ ├── inverted_residual.cpython-38.pyc │ │ ├── make_divisible.cpython-38.pyc │ │ ├── misc.cpython-38.pyc │ │ ├── normed_predictor.cpython-38.pyc │ │ ├── panoptic_gt_processing.cpython-38.pyc │ │ ├── point_sample.cpython-38.pyc │ │ ├── positional_encoding.cpython-38.pyc │ │ ├── res_layer.cpython-38.pyc │ │ ├── se_layer.cpython-38.pyc │ │ └── transformer.cpython-38.pyc │ │ ├── brick_wrappers.py │ │ ├── builder.py │ │ ├── ckpt_convert.py │ │ ├── conv_upsample.py │ │ ├── csp_layer.py │ │ ├── gaussian_target.py │ │ ├── inverted_residual.py │ │ ├── make_divisible.py │ │ ├── misc.py │ │ ├── normed_predictor.py │ │ ├── panoptic_gt_processing.py │ │ ├── point_sample.py │ │ ├── positional_encoding.py │ │ ├── res_layer.py │ │ ├── se_layer.py │ │ └── transformer.py ├── utils │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── collect_env.cpython-38.pyc │ │ ├── compat_config.cpython-38.pyc │ │ ├── contextmanagers.cpython-38.pyc │ │ ├── logger.cpython-38.pyc │ │ ├── memory.cpython-38.pyc │ │ ├── misc.cpython-38.pyc │ │ ├── replace_cfg_vals.cpython-38.pyc │ │ ├── setup_env.cpython-38.pyc │ │ ├── split_batch.cpython-38.pyc │ │ ├── util_distribution.cpython-38.pyc │ │ ├── util_mixins.cpython-38.pyc │ │ └── util_random.cpython-38.pyc │ ├── collect_env.py │ ├── compat_config.py │ ├── contextmanagers.py │ ├── logger.py │ ├── memory.py │ ├── misc.py │ ├── profiling.py │ ├── replace_cfg_vals.py │ ├── setup_env.py │ ├── split_batch.py │ ├── util_distribution.py │ ├── util_mixins.py │ └── util_random.py └── version.py ├── model-index.yml ├── pytest.ini ├── requirements.txt ├── requirements ├── albu.txt ├── build.txt ├── docs.txt ├── mminstall.txt ├── optional.txt ├── readthedocs.txt ├── runtime.txt └── tests.txt ├── resources ├── coco_test_12510.jpg ├── corruptions_sev_3.png ├── data_pipeline.png ├── loss_curve.png ├── mmdet-logo.png └── zhihu_qrcode.jpg ├── setup.cfg ├── setup.py ├── tests ├── data │ ├── VOCdevkit │ │ ├── VOC2007 │ │ │ ├── Annotations │ │ │ │ └── 000001.xml │ │ │ ├── ImageSets │ │ │ │ └── Main │ │ │ │ │ ├── test.txt │ │ │ │ │ └── trainval.txt │ │ │ └── JPEGImages │ │ │ │ └── 000001.jpg │ │ └── VOC2012 │ │ │ ├── Annotations │ │ │ └── 000001.xml │ │ │ ├── ImageSets │ │ │ └── Main │ │ │ │ ├── test.txt │ │ │ │ └── trainval.txt │ │ │ └── JPEGImages │ │ │ └── 000001.jpg │ ├── coco_sample.json │ ├── color.jpg │ ├── configs_mmtrack │ │ ├── faster_rcnn_r50_dc5.py │ │ ├── faster_rcnn_r50_fpn.py │ │ ├── mot_challenge.py │ │ ├── selsa_faster_rcnn_r101_dc5_1x.py │ │ └── tracktor_faster-rcnn_r50_fpn_4e.py │ ├── custom_dataset │ │ ├── images │ │ │ ├── 000001.jpg │ │ │ └── 000001.xml │ │ ├── test.txt │ │ └── trainval.txt │ └── gray.jpg ├── test_data │ ├── test_datasets │ │ ├── test_coco_dataset.py │ │ ├── test_common.py │ │ ├── test_custom_dataset.py │ │ ├── test_dataset_wrapper.py │ │ ├── test_openimages_dataset.py │ │ ├── test_panoptic_dataset.py │ │ └── test_xml_dataset.py │ ├── test_pipelines │ │ ├── test_formatting.py │ │ ├── test_loading.py │ │ ├── test_sampler.py │ │ └── test_transform │ │ │ ├── __init__.py │ │ │ ├── test_img_augment.py │ │ │ ├── test_models_aug_test.py │ │ │ ├── test_rotate.py │ │ │ ├── test_shear.py │ │ │ ├── test_transform.py │ │ │ ├── test_translate.py │ │ │ └── utils.py │ └── test_utils.py ├── test_downstream │ └── test_mmtrack.py ├── test_metrics │ ├── test_box_overlap.py │ ├── test_losses.py │ ├── test_mean_ap.py │ └── test_recall.py ├── test_models │ ├── test_backbones │ │ ├── __init__.py │ │ ├── test_csp_darknet.py │ │ ├── test_detectors_resnet.py │ │ ├── test_efficientnet.py │ │ ├── test_hourglass.py │ │ ├── test_hrnet.py │ │ ├── test_mobilenet_v2.py │ │ ├── test_pvt.py │ │ ├── test_regnet.py │ │ ├── test_renext.py │ │ ├── test_res2net.py │ │ ├── test_resnest.py │ │ ├── test_resnet.py │ │ ├── test_swin.py │ │ ├── test_trident_resnet.py │ │ └── utils.py │ ├── test_dense_heads │ │ ├── test_anchor_head.py │ │ ├── test_atss_head.py │ │ ├── test_autoassign_head.py │ │ ├── test_centernet_head.py │ │ ├── test_corner_head.py │ │ ├── test_ddod_head.py │ │ ├── test_dense_heads_attr.py │ │ ├── test_detr_head.py │ │ ├── test_fcos_head.py │ │ ├── test_fsaf_head.py │ │ ├── test_ga_anchor_head.py │ │ ├── test_gfl_head.py │ │ ├── test_lad_head.py │ │ ├── test_ld_head.py │ │ ├── test_mask2former_head.py │ │ ├── test_maskformer_head.py │ │ ├── test_paa_head.py │ │ ├── test_pisa_head.py │ │ ├── test_sabl_retina_head.py │ │ ├── test_solo_head.py │ │ ├── test_tood_head.py │ │ ├── test_vfnet_head.py │ │ ├── test_yolact_head.py │ │ ├── test_yolof_head.py │ │ └── test_yolox_head.py │ ├── test_forward.py │ ├── test_loss.py │ ├── test_loss_compatibility.py │ ├── test_necks.py │ ├── test_plugins.py │ ├── test_roi_heads │ │ ├── __init__.py │ │ ├── test_bbox_head.py │ │ ├── test_mask_head.py │ │ ├── test_roi_extractor.py │ │ ├── test_sabl_bbox_head.py │ │ └── utils.py │ ├── test_seg_heads │ │ └── test_maskformer_fusion_head.py │ └── test_utils │ │ ├── test_brick_wrappers.py │ │ ├── test_conv_upsample.py │ │ ├── test_inverted_residual.py │ │ ├── test_model_misc.py │ │ ├── test_position_encoding.py │ │ ├── test_se_layer.py │ │ └── test_transformer.py ├── test_onnx │ ├── __init__.py │ ├── data │ │ ├── fsaf_head_get_bboxes.pkl │ │ ├── retina_head_get_bboxes.pkl │ │ ├── ssd_head_get_bboxes.pkl │ │ ├── yolov3_head_get_bboxes.pkl │ │ └── yolov3_neck.pkl │ ├── test_head.py │ ├── test_neck.py │ └── utils.py ├── test_runtime │ ├── async_benchmark.py │ ├── test_apis.py │ ├── test_async.py │ ├── test_config.py │ ├── test_eval_hook.py │ └── test_fp16.py └── test_utils │ ├── test_anchor.py │ ├── test_assigner.py │ ├── test_coder.py │ ├── test_compat_config.py │ ├── test_general_data.py │ ├── test_hook.py │ ├── test_layer_decay_optimizer_constructor.py │ ├── test_logger.py │ ├── test_masks.py │ ├── test_memory.py │ ├── test_misc.py │ ├── test_nms.py │ ├── test_replace_cfg_vals.py │ ├── test_setup_env.py │ ├── test_split_batch.py │ ├── test_version.py │ └── test_visualization.py └── tools ├── analysis_tools ├── analyze_logs.py ├── analyze_results.py ├── benchmark.py ├── coco_error_analysis.py ├── confusion_matrix.py ├── eval_metric.py ├── get_flops.py ├── optimize_anchors.py ├── robustness_eval.py └── test_robustness.py ├── dataset_converters ├── cityscapes.py ├── images2coco.py └── pascal_voc.py ├── deployment ├── mmdet2torchserve.py ├── mmdet_handler.py ├── onnx2tensorrt.py ├── pytorch2onnx.py ├── test.py └── test_torchserver.py ├── dist_test.sh ├── dist_train.sh ├── misc ├── browse_dataset.py ├── download_dataset.py ├── gen_coco_panoptic_test_info.py ├── get_image_metas.py ├── print_config.py └── split_coco.py ├── model_converters ├── detectron2pytorch.py ├── publish_model.py ├── regnet2mmdet.py ├── selfsup2mmdet.py ├── upgrade_model_version.py └── upgrade_ssd_version.py ├── slurm_test.sh ├── slurm_train.sh ├── test.py └── train.py /CITATION.cff: 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