├── LICENSE ├── README.md ├── assets └── overview.png ├── environment.yaml ├── requirements.txt ├── run_mcmt.sh ├── run_scmt.sh ├── setup.py ├── setup.sh ├── test-site022 ├── c124 │ └── video.mp4 ├── c125 │ └── video.mp4 ├── c126 │ └── video.mp4 ├── c127 │ └── video.mp4 ├── c128 │ └── video.mp4 ├── c129 │ └── video.mp4 └── map.png ├── tools ├── .ipynb_checkpoints │ ├── multicam_association-checkpoint.py │ └── multicam_track-checkpoint.py ├── CFG.py ├── __pycache__ │ ├── CFG.cpython-38.pyc │ └── model.cpython-38.pyc ├── convert_video.py ├── demo_multicam.py ├── demo_track.py ├── interpolation.py ├── metrics.py ├── mmdet │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ └── version.cpython-38.pyc │ ├── apis │ │ ├── .ipynb_checkpoints │ │ │ └── inference-checkpoint.py │ │ ├── __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 │ │ │ │ │ ├── ascend_assign_result.cpython-38.pyc │ │ │ │ │ ├── ascend_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 │ │ │ │ ├── ascend_assign_result.py │ │ │ │ ├── ascend_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 │ │ │ ├── .ipynb_checkpoints │ │ │ └── image-checkpoint.py │ │ │ ├── __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_occluded.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 │ │ │ ├── objects365.cpython-38.pyc │ │ │ ├── openimages.cpython-38.pyc │ │ │ ├── utils.cpython-38.pyc │ │ │ ├── utils.cpython-38.pyc.139646678487952 │ │ │ ├── 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_occluded.py │ │ ├── coco_panoptic.py │ │ ├── custom.py │ │ ├── dataset_wrappers.py │ │ ├── deepfashion.py │ │ ├── lvis.py │ │ ├── objects365.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 │ │ ├── .ipynb_checkpoints │ │ │ └── __init__-checkpoint.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── builder.cpython-38.pyc │ │ ├── backbones │ │ │ ├── .ipynb_checkpoints │ │ │ │ └── swin-checkpoint.py │ │ │ ├── __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 │ │ │ ├── .ipynb_checkpoints │ │ │ │ └── __init__-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── anchor_free_head.cpython-38.pyc │ │ │ │ ├── anchor_head.cpython-38.pyc │ │ │ │ ├── ascend_anchor_head.cpython-38.pyc │ │ │ │ ├── ascend_retina_head.cpython-38.pyc │ │ │ │ ├── ascend_ssd_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 │ │ │ │ ├── box2mask_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 │ │ │ ├── ascend_anchor_head.py │ │ │ ├── ascend_retina_head.py │ │ │ ├── ascend_ssd_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 │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── __init__-checkpoint.py │ │ │ │ ├── base-checkpoint.py │ │ │ │ ├── box2mask-checkpoint.py │ │ │ │ └── mask2former-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── atss.cpython-38.pyc │ │ │ │ ├── autoassign.cpython-38.pyc │ │ │ │ ├── base.cpython-38.pyc │ │ │ │ ├── box2mask.cpython-38.pyc │ │ │ │ ├── boxlevelset.cpython-38.pyc │ │ │ │ ├── cascade_rcnn.cpython-38.pyc │ │ │ │ ├── centernet.cpython-38.pyc │ │ │ │ ├── condinst.cpython-38.pyc │ │ │ │ ├── cornernet.cpython-38.pyc │ │ │ │ ├── ddod.cpython-38.pyc │ │ │ │ ├── deformable_detr.cpython-38.pyc │ │ │ │ ├── detr.cpython-38.pyc │ │ │ │ ├── discobox.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_boxseg.cpython-38.pyc │ │ │ │ ├── single_stage_instance_seg.cpython-38.pyc │ │ │ │ ├── single_stage_ts.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 │ │ │ ├── box2mask.py │ │ │ ├── boxlevelset.py │ │ │ ├── cascade_rcnn.py │ │ │ ├── centernet.py │ │ │ ├── condinst.py │ │ │ ├── cornernet.py │ │ │ ├── ddod.py │ │ │ ├── deformable_detr.py │ │ │ ├── detr.py │ │ │ ├── discobox.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_boxseg.py │ │ │ ├── single_stage_instance_seg.py │ │ │ ├── single_stage_ts.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 │ │ │ ├── .ipynb_checkpoints │ │ │ │ └── __init__-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── accuracy.cpython-38.pyc │ │ │ │ ├── ae_loss.cpython-38.pyc │ │ │ │ ├── balanced_l1_loss.cpython-38.pyc │ │ │ │ ├── box_projection_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 │ │ │ │ ├── levelset_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 │ │ │ ├── box_projection_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 │ │ │ ├── levelset_loss.py │ │ │ ├── mse_loss.py │ │ │ ├── pisa_loss.py │ │ │ ├── seesaw_loss.py │ │ │ ├── smooth_l1_loss.py │ │ │ ├── utils.py │ │ │ └── varifocal_loss.py │ │ ├── necks │ │ │ ├── .ipynb_checkpoints │ │ │ │ └── __init__-checkpoint.py │ │ │ ├── __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 │ │ │ ├── .ipynb_checkpoints │ │ │ ├── __init__-checkpoint.py │ │ │ └── misc-checkpoint.py │ │ │ ├── __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 │ ├── ops │ │ ├── pairwise │ │ │ ├── __init__.py │ │ │ ├── csrc │ │ │ │ └── pairwise │ │ │ │ │ ├── bind.cpp │ │ │ │ │ └── pairwise.cu │ │ │ ├── pairwise.py │ │ │ └── setup.py │ │ └── tree_filter │ │ │ ├── functions │ │ │ ├── __pycache__ │ │ │ │ ├── bfs.cpython-38.pyc │ │ │ │ ├── mst.cpython-38.pyc │ │ │ │ └── refine.cpython-38.pyc │ │ │ ├── bfs.py │ │ │ ├── mst.py │ │ │ └── refine.py │ │ │ ├── modules │ │ │ ├── __pycache__ │ │ │ │ └── tree_filter.cpython-38.pyc │ │ │ └── tree_filter.py │ │ │ ├── setup.py │ │ │ └── src │ │ │ ├── bfs │ │ │ ├── bfs.cu │ │ │ └── bfs.hpp │ │ │ ├── mst │ │ │ ├── boruvka.cpp │ │ │ ├── boruvka.hpp │ │ │ ├── mst.cu │ │ │ └── mst.hpp │ │ │ ├── refine │ │ │ ├── refine.cu │ │ │ └── refine.hpp │ │ │ └── tree_filter.cpp │ ├── utils │ │ ├── .ipynb_checkpoints │ │ │ ├── __init__-checkpoint.py │ │ │ └── misc-checkpoint.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── ascend_util.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 │ │ │ ├── rfnext.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 │ │ ├── ascend_util.py │ │ ├── collect_env.py │ │ ├── compat_config.py │ │ ├── contextmanagers.py │ │ ├── logger.py │ │ ├── memory.py │ │ ├── misc.py │ │ ├── profiling.py │ │ ├── replace_cfg_vals.py │ │ ├── rfnext.py │ │ ├── setup_env.py │ │ ├── split_batch.py │ │ ├── util_distribution.py │ │ ├── util_mixins.py │ │ └── util_random.py │ └── version.py ├── model.py ├── multicam_association.py └── multicam_track.py ├── tutorials ├── centertrack │ ├── README.md │ ├── byte_tracker.py │ ├── mot_online │ │ ├── basetrack.py │ │ ├── kalman_filter.py │ │ └── matching.py │ ├── opts.py │ └── tracker.py ├── cstrack │ ├── README.md │ ├── byte_tracker.py │ └── tracker.py ├── ctracker │ ├── README.md │ ├── byte_tracker.py │ ├── eval_motchallenge.py │ ├── generate_half_csv.py │ ├── mot_online │ │ ├── basetrack.py │ │ ├── kalman_filter.py │ │ └── matching.py │ ├── test.py │ └── test_byte.py ├── fairmot │ ├── README.md │ ├── byte_tracker.py │ └── tracker.py ├── jde │ ├── README.md │ ├── byte_tracker.py │ ├── evaluation.py │ ├── track_half.py │ └── tracker.py ├── motr │ ├── README.md │ ├── byte_tracker.py │ ├── eval.py │ ├── evaluation.py │ ├── joint.py │ ├── mot_online │ │ ├── basetrack.py │ │ ├── kalman_filter.py │ │ └── matching.py │ ├── motr.py │ ├── motr_det.py │ └── transforms.py ├── qdtrack │ ├── README.md │ ├── byte_tracker.py │ ├── mot_online │ │ ├── basetrack.py │ │ ├── kalman_filter.py │ │ └── matching.py │ ├── qdtrack.py │ └── tracker_reid_motion.py ├── trades │ ├── README.md │ ├── byte_tracker.py │ ├── mot_online │ │ ├── basetrack.py │ │ ├── kalman_filter.py │ │ └── matching.py │ ├── opts.py │ └── tracker.py └── transtrack │ ├── README.md │ ├── engine_track.py │ ├── main_track.py │ ├── mot_online │ ├── basetrack.py │ ├── byte_tracker.py │ ├── kalman_filter.py │ └── matching.py │ ├── save_track.py │ └── tracker.py ├── yolox.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt └── top_level.txt └── yolox ├── _C.cpython-38-x86_64-linux-gnu.so ├── __init__.py ├── __pycache__ └── __init__.cpython-38.pyc ├── core ├── __init__.py ├── launch.py └── trainer.py ├── data ├── __init__.py ├── data_augment.py ├── data_prefetcher.py ├── dataloading.py ├── datasets │ ├── __init__.py │ ├── datasets_wrapper.py │ ├── mosaicdetection.py │ └── mot.py └── samplers.py ├── deepsort_tracker ├── deepsort.py ├── detection.py ├── iou_matching.py ├── kalman_filter.py ├── linear_assignment.py ├── reid_model.py └── track.py ├── evaluators ├── __init__.py ├── coco_evaluator.py ├── evaluation.py └── mot_evaluator.py ├── exp ├── __init__.py ├── base_exp.py ├── build.py └── yolox_base.py ├── layers ├── __init__.py ├── csrc │ ├── cocoeval │ │ ├── cocoeval.cpp │ │ └── cocoeval.h │ └── vision.cpp └── fast_coco_eval_api.py ├── models ├── __init__.py ├── darknet.py ├── losses.py ├── network_blocks.py ├── yolo_fpn.py ├── yolo_head.py ├── yolo_pafpn.py └── yolox.py ├── motdt_tracker ├── basetrack.py ├── kalman_filter.py ├── matching.py ├── motdt_tracker.py └── reid_model.py ├── sort_tracker └── sort.py ├── tracker ├── .ipynb_checkpoints │ ├── basetrack-checkpoint.py │ ├── byte_tracker-checkpoint.py │ ├── kalman_filter-checkpoint.py │ ├── matching-checkpoint.py │ └── tp_tracker-checkpoint.py ├── __pycache__ │ ├── basetrack.cpython-38.pyc │ ├── byte_tracker.cpython-38.pyc │ ├── kalman_filter.cpython-38.pyc │ ├── matching.cpython-38.pyc │ └── tp_tracker.cpython-38.pyc ├── basetrack.py ├── byte_tracker.py ├── kalman_filter.py ├── matching.py └── tp_tracker.py ├── tracking_utils ├── __pycache__ │ └── timer.cpython-38.pyc ├── evaluation.py ├── io.py └── timer.py └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-38.pyc ├── allreduce_norm.cpython-38.pyc ├── boxes.cpython-38.pyc ├── checkpoint.cpython-38.pyc ├── demo_utils.cpython-38.pyc ├── dist.cpython-38.pyc ├── ema.cpython-38.pyc ├── logger.cpython-38.pyc ├── lr_scheduler.cpython-38.pyc ├── metric.cpython-38.pyc ├── 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