├── Dockerfile ├── README.md ├── code ├── .idea │ ├── .gitignore │ ├── code.iml │ ├── inspectionProfiles │ │ ├── Project_Default.xml │ │ └── profiles_settings.xml │ ├── modules.xml │ ├── vcs.xml │ └── workspace.xml ├── README.md ├── configs │ ├── cascade_rcnn_r101_dcn_fpn.py │ ├── cascade_rcnn_r2_101_dcn_fpn.py │ ├── cascade_rcnn_r50_rfp_carafe_sac.py │ ├── cascade_rcnn_s101_dcn_fpn.py │ ├── cascade_rcnn_swin_base_fpn.py │ ├── cascade_rcnn_swin_small_fpn.py │ └── cascade_rcnn_x101_32x4d_dcn_fpn.py ├── download_weight.sh ├── ensemble_configs │ ├── cascade_rcnn_r101_dcn_fpn.py │ ├── cascade_rcnn_r101_rfp_carafe_sac.py │ ├── cascade_rcnn_r2_101_dcn_fpn.py │ ├── cascade_rcnn_r50_rfp_carafe_sac.py │ ├── cascade_rcnn_s101_dcn_fpn.py │ ├── cascade_rcnn_swin_base_fpn.py │ ├── cascade_rcnn_swin_small_fpn.py │ ├── cascade_rcnn_x101_32x4d_dcn_fpn.py │ └── cascade_rcnn_x101_64x4d_dcn_fpn.py ├── mmdet │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── version.cpython-37.pyc │ ├── apis │ │ ├── .ipynb_checkpoints │ │ │ ├── __init__-checkpoint.py │ │ │ ├── inference-checkpoint.py │ │ │ ├── test-checkpoint.py │ │ │ ├── train-checkpoint.py │ │ │ └── train.py-checkpoint.bak │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── inference.cpython-37.pyc │ │ │ ├── test.cpython-37.pyc │ │ │ └── train.cpython-37.pyc │ │ ├── inference.py │ │ ├── test.py │ │ ├── train.py │ │ └── train.py.bak │ ├── core │ │ ├── .ipynb_checkpoints │ │ │ └── __init__-checkpoint.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-37.pyc │ │ ├── anchor │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── anchor_generator-checkpoint.py │ │ │ │ ├── builder-checkpoint.py │ │ │ │ ├── point_generator-checkpoint.py │ │ │ │ └── utils-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── anchor_generator.cpython-37.pyc │ │ │ │ ├── builder.cpython-37.pyc │ │ │ │ ├── point_generator.cpython-37.pyc │ │ │ │ └── utils.cpython-37.pyc │ │ │ ├── anchor_generator.py │ │ │ ├── builder.py │ │ │ ├── point_generator.py │ │ │ └── utils.py │ │ ├── bbox │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── builder-checkpoint.py │ │ │ │ ├── demodata-checkpoint.py │ │ │ │ └── transforms-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── builder.cpython-37.pyc │ │ │ │ └── transforms.cpython-37.pyc │ │ │ ├── assigners │ │ │ │ ├── .ipynb_checkpoints │ │ │ │ │ ├── atss_assigner-checkpoint.py │ │ │ │ │ └── max_iou_assigner-checkpoint.py │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ │ ├── approx_max_iou_assigner.cpython-37.pyc │ │ │ │ │ ├── assign_result.cpython-37.pyc │ │ │ │ │ ├── atss_assigner.cpython-37.pyc │ │ │ │ │ ├── base_assigner.cpython-37.pyc │ │ │ │ │ ├── center_region_assigner.cpython-37.pyc │ │ │ │ │ ├── grid_assigner.cpython-37.pyc │ │ │ │ │ ├── hungarian_assigner.cpython-37.pyc │ │ │ │ │ ├── max_iou_assigner.cpython-37.pyc │ │ │ │ │ ├── point_assigner.cpython-37.pyc │ │ │ │ │ └── region_assigner.cpython-37.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 │ │ │ │ ├── max_iou_assigner.py │ │ │ │ ├── point_assigner.py │ │ │ │ └── region_assigner.py │ │ │ ├── builder.py │ │ │ ├── coder │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ │ ├── base_bbox_coder.cpython-37.pyc │ │ │ │ │ ├── bucketing_bbox_coder.cpython-37.pyc │ │ │ │ │ ├── delta_xywh_bbox_coder.cpython-37.pyc │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.cpython-37.pyc │ │ │ │ │ ├── pseudo_bbox_coder.cpython-37.pyc │ │ │ │ │ ├── tblr_bbox_coder.cpython-37.pyc │ │ │ │ │ └── yolo_bbox_coder.cpython-37.pyc │ │ │ │ ├── base_bbox_coder.py │ │ │ │ ├── bucketing_bbox_coder.py │ │ │ │ ├── delta_xywh_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-37.pyc │ │ │ │ │ ├── builder.cpython-37.pyc │ │ │ │ │ └── iou2d_calculator.cpython-37.pyc │ │ │ │ ├── builder.py │ │ │ │ └── iou2d_calculator.py │ │ │ ├── match_costs │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ │ ├── builder.cpython-37.pyc │ │ │ │ │ └── match_cost.cpython-37.pyc │ │ │ │ ├── builder.py │ │ │ │ └── match_cost.py │ │ │ ├── samplers │ │ │ │ ├── .ipynb_checkpoints │ │ │ │ │ └── base_sampler-checkpoint.py │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ │ ├── base_sampler.cpython-37.pyc │ │ │ │ │ ├── combined_sampler.cpython-37.pyc │ │ │ │ │ ├── instance_balanced_pos_sampler.cpython-37.pyc │ │ │ │ │ ├── iou_balanced_neg_sampler.cpython-37.pyc │ │ │ │ │ ├── ohem_sampler.cpython-37.pyc │ │ │ │ │ ├── pseudo_sampler.cpython-37.pyc │ │ │ │ │ ├── random_sampler.cpython-37.pyc │ │ │ │ │ ├── sampling_result.cpython-37.pyc │ │ │ │ │ └── score_hlr_sampler.cpython-37.pyc │ │ │ │ ├── base_sampler.py │ │ │ │ ├── combined_sampler.py │ │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ │ ├── ohem_sampler.py │ │ │ │ ├── pseudo_sampler.py │ │ │ │ ├── random_sampler.py │ │ │ │ ├── sampling_result.py │ │ │ │ └── score_hlr_sampler.py │ │ │ └── transforms.py │ │ ├── evaluation │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── __init__-checkpoint.py │ │ │ │ ├── class_names-checkpoint.py │ │ │ │ ├── coco_utils-checkpoint.py │ │ │ │ ├── eval_hooks-checkpoint.py │ │ │ │ └── recall-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── bbox_overlaps.cpython-37.pyc │ │ │ │ ├── class_names.cpython-37.pyc │ │ │ │ ├── eval_hooks.cpython-37.pyc │ │ │ │ ├── mean_ap.cpython-37.pyc │ │ │ │ └── recall.cpython-37.pyc │ │ │ ├── bbox_overlaps.py │ │ │ ├── class_names.py │ │ │ ├── coco_utils.py │ │ │ ├── eval_hooks.py │ │ │ ├── mean_ap.py │ │ │ └── recall.py │ │ ├── export │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ └── pytorch2onnx.cpython-37.pyc │ │ │ └── pytorch2onnx.py │ │ ├── mask │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── mask_target.cpython-37.pyc │ │ │ │ ├── structures.cpython-37.pyc │ │ │ │ └── utils.cpython-37.pyc │ │ │ ├── mask_target.py │ │ │ ├── structures.py │ │ │ └── utils.py │ │ ├── post_processing │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── bbox_nms-checkpoint.py │ │ │ │ └── merge_augs-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── bbox_nms.cpython-37.pyc │ │ │ │ └── merge_augs.cpython-37.pyc │ │ │ ├── bbox_nms.py │ │ │ └── merge_augs.py │ │ ├── utils │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── __init__-checkpoint.py │ │ │ │ ├── dist_utils-checkpoint.py │ │ │ │ ├── misc-checkpoint.py │ │ │ │ └── swa_hook-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── dist_utils.cpython-37.pyc │ │ │ │ └── misc.cpython-37.pyc │ │ │ ├── dist_utils.py │ │ │ ├── misc.py │ │ │ └── swa_hook.py │ │ └── visualization │ │ │ ├── .ipynb_checkpoints │ │ │ └── image-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── image.cpython-37.pyc │ │ │ └── image.py │ ├── datasets │ │ ├── .ipynb_checkpoints │ │ │ ├── __init__-checkpoint.py │ │ │ ├── builder-checkpoint.py │ │ │ ├── coco-checkpoint.py │ │ │ ├── custom-checkpoint.py │ │ │ ├── lvis-checkpoint.py │ │ │ ├── mosaic-checkpoint.py │ │ │ ├── road-checkpoint.py │ │ │ ├── underwater.py-checkpoint.bak │ │ │ ├── utils-checkpoint.py │ │ │ └── watermosaicdataset-checkpoint.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── builder.cpython-37.pyc │ │ │ ├── cityscapes.cpython-37.pyc │ │ │ ├── coco.cpython-37.pyc │ │ │ ├── custom.cpython-37.pyc │ │ │ ├── dataset_wrappers.cpython-37.pyc │ │ │ ├── deepfashion.cpython-37.pyc │ │ │ ├── lvis.cpython-37.pyc │ │ │ ├── underwater.cpython-37.pyc │ │ │ ├── utils.cpython-37.pyc │ │ │ ├── voc.cpython-37.pyc │ │ │ ├── wider_face.cpython-37.pyc │ │ │ └── xml_style.cpython-37.pyc │ │ ├── builder.py │ │ ├── cityscapes.py │ │ ├── coco.py │ │ ├── custom.py │ │ ├── dataset_wrappers.py │ │ ├── deepfashion.py │ │ ├── lvis.py │ │ ├── mosaic.py │ │ ├── pipelines │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── __init__-checkpoint.py │ │ │ │ ├── auto_augment.py-checkpoint.bak │ │ │ │ ├── autoaugment_utils-checkpoint.py │ │ │ │ ├── compose-checkpoint.py │ │ │ │ ├── instaboost-checkpoint.py │ │ │ │ ├── loading-checkpoint.py │ │ │ │ ├── loadingmasoic-checkpoint.py │ │ │ │ ├── test_time_aug-checkpoint.py │ │ │ │ └── transforms-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── auto_augment.cpython-37.pyc │ │ │ │ ├── compose.cpython-37.pyc │ │ │ │ ├── formating.cpython-37.pyc │ │ │ │ ├── instaboost.cpython-37.pyc │ │ │ │ ├── loading.cpython-37.pyc │ │ │ │ ├── test_time_aug.cpython-37.pyc │ │ │ │ └── transforms.cpython-37.pyc │ │ │ ├── auto_augment.py.bak │ │ │ ├── autoaugment_utils.py │ │ │ ├── compose.py │ │ │ ├── formating.py │ │ │ ├── instaboost.py │ │ │ ├── loading.py │ │ │ ├── loadingmasoic.py │ │ │ ├── test_time_aug.py │ │ │ └── transforms.py │ │ ├── road.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── distributed_sampler.cpython-37.pyc │ │ │ │ └── group_sampler.cpython-37.pyc │ │ │ ├── distributed_sampler.py │ │ │ └── group_sampler.py │ │ ├── underwater.py.bak │ │ ├── utils.py │ │ ├── voc.py │ │ ├── watermosaicdataset.py │ │ ├── wider_face.py │ │ └── xml_style.py │ ├── models │ │ ├── .ipynb_checkpoints │ │ │ ├── __init__-checkpoint.py │ │ │ └── builder-checkpoint.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── builder.cpython-37.pyc │ │ ├── backbones │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── __init__-checkpoint.py │ │ │ │ ├── base_backbone-checkpoint.py │ │ │ │ ├── detectors_resnest-checkpoint.py │ │ │ │ ├── detectors_resnet-checkpoint.py │ │ │ │ ├── detectors_resnext-checkpoint.py │ │ │ │ ├── resnest-checkpoint.py │ │ │ │ ├── resnet-checkpoint.py │ │ │ │ ├── ssd_res50-checkpoint.py │ │ │ │ ├── ssd_vgg-checkpoint.py │ │ │ │ ├── swin_transformer-checkpoint.py │ │ │ │ ├── trident_resnet-checkpoint.py │ │ │ │ └── vgg-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── base_backbone.cpython-37.pyc │ │ │ │ ├── darknet.cpython-37.pyc │ │ │ │ ├── detectors_resnet.cpython-37.pyc │ │ │ │ ├── detectors_resnext.cpython-37.pyc │ │ │ │ ├── hourglass.cpython-37.pyc │ │ │ │ ├── hrnet.cpython-37.pyc │ │ │ │ ├── regnet.cpython-37.pyc │ │ │ │ ├── res2net.cpython-37.pyc │ │ │ │ ├── resnest.cpython-37.pyc │ │ │ │ ├── resnet.cpython-37.pyc │ │ │ │ ├── resnext.cpython-37.pyc │ │ │ │ ├── ssd_res50.cpython-37.pyc │ │ │ │ ├── ssd_vgg.cpython-37.pyc │ │ │ │ ├── trident_resnet.cpython-37.pyc │ │ │ │ └── vgg.cpython-37.pyc │ │ │ ├── base_backbone.py │ │ │ ├── darknet.py │ │ │ ├── detectors_resnest.py │ │ │ ├── detectors_resnet.py │ │ │ ├── detectors_resnext.py │ │ │ ├── hourglass.py │ │ │ ├── hrnet.py │ │ │ ├── regnet.py │ │ │ ├── res2net.py │ │ │ ├── resnest.py │ │ │ ├── resnet.py │ │ │ ├── resnext.py │ │ │ ├── ssd_res50.py │ │ │ ├── ssd_vgg.py │ │ │ ├── swin_transformer.py │ │ │ ├── trident_resnet.py │ │ │ └── vgg.py │ │ ├── builder.py │ │ ├── dense_heads │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── anchor_head-checkpoint.py │ │ │ │ ├── anchor_head.py-checkpoint.bak │ │ │ │ ├── atss_head-checkpoint.py │ │ │ │ ├── base_dense_head-checkpoint.py │ │ │ │ ├── embedding_rpn_head-checkpoint.py │ │ │ │ ├── rpn_head-checkpoint.py │ │ │ │ ├── rpn_test_mixin-checkpoint.py │ │ │ │ └── ssd_head-checkpoint.py │ │ │ ├── .txt │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── anchor_free_head.cpython-37.pyc │ │ │ │ ├── anchor_head.cpython-37.pyc │ │ │ │ ├── atss_head.cpython-37.pyc │ │ │ │ ├── base_dense_head.cpython-37.pyc │ │ │ │ ├── cascade_rpn_head.cpython-37.pyc │ │ │ │ ├── centripetal_head.cpython-37.pyc │ │ │ │ ├── corner_head.cpython-37.pyc │ │ │ │ ├── dense_test_mixins.cpython-37.pyc │ │ │ │ ├── embedding_rpn_head.cpython-37.pyc │ │ │ │ ├── fcos_head.cpython-37.pyc │ │ │ │ ├── fovea_head.cpython-37.pyc │ │ │ │ ├── free_anchor_retina_head.cpython-37.pyc │ │ │ │ ├── fsaf_head.cpython-37.pyc │ │ │ │ ├── ga_retina_head.cpython-37.pyc │ │ │ │ ├── ga_rpn_head.cpython-37.pyc │ │ │ │ ├── gfl_head.cpython-37.pyc │ │ │ │ ├── guided_anchor_head.cpython-37.pyc │ │ │ │ ├── nasfcos_head.cpython-37.pyc │ │ │ │ ├── paa_head.cpython-37.pyc │ │ │ │ ├── pisa_retinanet_head.cpython-37.pyc │ │ │ │ ├── pisa_ssd_head.cpython-37.pyc │ │ │ │ ├── reppoints_head.cpython-37.pyc │ │ │ │ ├── retina_head.cpython-37.pyc │ │ │ │ ├── retina_sepbn_head.cpython-37.pyc │ │ │ │ ├── rpn_head.cpython-37.pyc │ │ │ │ ├── rpn_test_mixin.cpython-37.pyc │ │ │ │ ├── sabl_retina_head.cpython-37.pyc │ │ │ │ ├── ssd_head.cpython-37.pyc │ │ │ │ ├── transformer_head.cpython-37.pyc │ │ │ │ ├── vfnet_head.cpython-37.pyc │ │ │ │ ├── yolact_head.cpython-37.pyc │ │ │ │ └── yolo_head.cpython-37.pyc │ │ │ ├── anchor_free_head.py │ │ │ ├── anchor_head.py │ │ │ ├── anchor_head.py.bak │ │ │ ├── atss_head.py │ │ │ ├── base_dense_head.py │ │ │ ├── cascade_rpn_head.py │ │ │ ├── centripetal_head.py │ │ │ ├── corner_head.py │ │ │ ├── dense_test_mixins.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 │ │ │ ├── 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 │ │ │ ├── rpn_test_mixin.py │ │ │ ├── sabl_retina_head.py │ │ │ ├── ssd_head.py │ │ │ ├── transformer_head.py │ │ │ ├── vfnet_head.py │ │ │ ├── yolact_head.py │ │ │ └── yolo_head.py │ │ ├── detectors │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── __init__-checkpoint.py │ │ │ │ ├── atss-checkpoint.py │ │ │ │ ├── base-checkpoint.py │ │ │ │ ├── cascade_rcnn-checkpoint.py │ │ │ │ ├── ensemble_model-checkpoint.py │ │ │ │ ├── single_stage-checkpoint.py │ │ │ │ ├── two_stage-checkpoint.py │ │ │ │ └── vfnet-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── atss.cpython-37.pyc │ │ │ │ ├── base.cpython-37.pyc │ │ │ │ ├── cascade_rcnn.cpython-37.pyc │ │ │ │ ├── cornernet.cpython-37.pyc │ │ │ │ ├── detr.cpython-37.pyc │ │ │ │ ├── fast_rcnn.cpython-37.pyc │ │ │ │ ├── faster_rcnn.cpython-37.pyc │ │ │ │ ├── fcos.cpython-37.pyc │ │ │ │ ├── fovea.cpython-37.pyc │ │ │ │ ├── fsaf.cpython-37.pyc │ │ │ │ ├── gfl.cpython-37.pyc │ │ │ │ ├── grid_rcnn.cpython-37.pyc │ │ │ │ ├── htc.cpython-37.pyc │ │ │ │ ├── mask_rcnn.cpython-37.pyc │ │ │ │ ├── mask_scoring_rcnn.cpython-37.pyc │ │ │ │ ├── nasfcos.cpython-37.pyc │ │ │ │ ├── paa.cpython-37.pyc │ │ │ │ ├── point_rend.cpython-37.pyc │ │ │ │ ├── reppoints_detector.cpython-37.pyc │ │ │ │ ├── retinanet.cpython-37.pyc │ │ │ │ ├── rpn.cpython-37.pyc │ │ │ │ ├── scnet.cpython-37.pyc │ │ │ │ ├── scnet.cpython-37.pyc.140471741611440 │ │ │ │ ├── single_stage.cpython-37.pyc │ │ │ │ ├── sparse_rcnn.cpython-37.pyc │ │ │ │ ├── trident_faster_rcnn.cpython-37.pyc │ │ │ │ ├── two_stage.cpython-37.pyc │ │ │ │ ├── vfnet.cpython-37.pyc │ │ │ │ ├── yolact.cpython-37.pyc │ │ │ │ └── yolo.cpython-37.pyc │ │ │ ├── atss.py │ │ │ ├── base.py │ │ │ ├── cascade_rcnn.py │ │ │ ├── cornernet.py │ │ │ ├── detr.py │ │ │ ├── ensemble_model.py │ │ │ ├── fast_rcnn.py │ │ │ ├── faster_rcnn.py │ │ │ ├── fcos.py │ │ │ ├── fovea.py │ │ │ ├── fsaf.py │ │ │ ├── gfl.py │ │ │ ├── grid_rcnn.py │ │ │ ├── htc.py │ │ │ ├── mask_rcnn.py │ │ │ ├── mask_scoring_rcnn.py │ │ │ ├── nasfcos.py │ │ │ ├── paa.py │ │ │ ├── point_rend.py │ │ │ ├── reppoints_detector.py │ │ │ ├── retinanet.py │ │ │ ├── rpn.py │ │ │ ├── scnet.py │ │ │ ├── single_stage.py │ │ │ ├── sparse_rcnn.py │ │ │ ├── trident_faster_rcnn.py │ │ │ ├── two_stage.py │ │ │ ├── vfnet.py │ │ │ ├── yolact.py │ │ │ └── yolo.py │ │ ├── losses │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── cross_entropy_loss-checkpoint.py │ │ │ │ ├── focal_loss-checkpoint.py │ │ │ │ ├── iou_loss-checkpoint.py │ │ │ │ └── smooth_l1_loss-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── accuracy.cpython-37.pyc │ │ │ │ ├── ae_loss.cpython-37.pyc │ │ │ │ ├── balanced_l1_loss.cpython-37.pyc │ │ │ │ ├── cross_entropy_loss.cpython-37.pyc │ │ │ │ ├── focal_loss.cpython-37.pyc │ │ │ │ ├── gaussian_focal_loss.cpython-37.pyc │ │ │ │ ├── gfocal_loss.cpython-37.pyc │ │ │ │ ├── ghm_loss.cpython-37.pyc │ │ │ │ ├── iou_loss.cpython-37.pyc │ │ │ │ ├── mse_loss.cpython-37.pyc │ │ │ │ ├── pisa_loss.cpython-37.pyc │ │ │ │ ├── smooth_l1_loss.cpython-37.pyc │ │ │ │ ├── utils.cpython-37.pyc │ │ │ │ └── varifocal_loss.cpython-37.pyc │ │ │ ├── accuracy.py │ │ │ ├── ae_loss.py │ │ │ ├── balanced_l1_loss.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── focal_loss.py │ │ │ ├── gaussian_focal_loss.py │ │ │ ├── gfocal_loss.py │ │ │ ├── ghm_loss.py │ │ │ ├── iou_loss.py │ │ │ ├── mse_loss.py │ │ │ ├── pisa_loss.py │ │ │ ├── smooth_l1_loss.py │ │ │ ├── utils.py │ │ │ └── varifocal_loss.py │ │ ├── necks │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── __init__-checkpoint.py │ │ │ │ ├── acfpn-checkpoint.py │ │ │ │ ├── bfp-checkpoint.py │ │ │ │ ├── fpg-checkpoint.py │ │ │ │ ├── fpn-checkpoint.py │ │ │ │ ├── fpn_carafe-checkpoint.py │ │ │ │ ├── hrfpn-checkpoint.py │ │ │ │ ├── nas_fpn-checkpoint.py │ │ │ │ ├── nasfcos_fpn-checkpoint.py │ │ │ │ ├── pafpn-checkpoint.py │ │ │ │ ├── rfp-checkpoint.py │ │ │ │ ├── ssd_neck-checkpoint.py │ │ │ │ └── yolo_neck-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── bfp.cpython-37.pyc │ │ │ │ ├── channel_mapper.cpython-37.pyc │ │ │ │ ├── fpg.cpython-37.pyc │ │ │ │ ├── fpn.cpython-37.pyc │ │ │ │ ├── fpn_carafe.cpython-37.pyc │ │ │ │ ├── hrfpn.cpython-37.pyc │ │ │ │ ├── nas_fpn.cpython-37.pyc │ │ │ │ ├── nasfcos_fpn.cpython-37.pyc │ │ │ │ ├── pafpn.cpython-37.pyc │ │ │ │ ├── rfp.cpython-37.pyc │ │ │ │ ├── ssd_neck.cpython-37.pyc │ │ │ │ └── yolo_neck.cpython-37.pyc │ │ │ ├── acfpn.py │ │ │ ├── bfp.py │ │ │ ├── channel_mapper.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 │ │ ├── roi_heads │ │ │ ├── .ipynb_checkpoints │ │ │ │ ├── base_roi_head-checkpoint.py │ │ │ │ ├── cascade_roi_head-checkpoint.py │ │ │ │ ├── htc_roi_head-checkpoint.py │ │ │ │ ├── mask_scoring_roi_head-checkpoint.py │ │ │ │ └── pisa_roi_head-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ ├── base_roi_head.cpython-37.pyc │ │ │ │ ├── cascade_roi_head.cpython-37.pyc │ │ │ │ ├── double_roi_head.cpython-37.pyc │ │ │ │ ├── dynamic_roi_head.cpython-37.pyc │ │ │ │ ├── grid_roi_head.cpython-37.pyc │ │ │ │ ├── htc_roi_head.cpython-37.pyc │ │ │ │ ├── mask_scoring_roi_head.cpython-37.pyc │ │ │ │ ├── pisa_roi_head.cpython-37.pyc │ │ │ │ ├── point_rend_roi_head.cpython-37.pyc │ │ │ │ ├── scnet_roi_head.cpython-37.pyc │ │ │ │ ├── sparse_roi_head.cpython-37.pyc │ │ │ │ ├── standard_roi_head.cpython-37.pyc │ │ │ │ ├── test_mixins.cpython-37.pyc │ │ │ │ └── trident_roi_head.cpython-37.pyc │ │ │ ├── base_roi_head.py │ │ │ ├── bbox_heads │ │ │ │ ├── .ipynb_checkpoints │ │ │ │ │ ├── bbox_head-checkpoint.py │ │ │ │ │ ├── convfc_bbox_head-checkpoint.py │ │ │ │ │ ├── dii_head-checkpoint.py │ │ │ │ │ ├── double_bbox_head-checkpoint.py │ │ │ │ │ └── scnet_bbox_head-checkpoint.py │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ │ ├── bbox_head.cpython-37.pyc │ │ │ │ │ ├── convfc_bbox_head.cpython-37.pyc │ │ │ │ │ ├── dii_head.cpython-37.pyc │ │ │ │ │ ├── double_bbox_head.cpython-37.pyc │ │ │ │ │ ├── sabl_head.cpython-37.pyc │ │ │ │ │ └── scnet_bbox_head.cpython-37.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-37.pyc │ │ │ │ │ ├── coarse_mask_head.cpython-37.pyc │ │ │ │ │ ├── fcn_mask_head.cpython-37.pyc │ │ │ │ │ ├── feature_relay_head.cpython-37.pyc │ │ │ │ │ ├── fused_semantic_head.cpython-37.pyc │ │ │ │ │ ├── global_context_head.cpython-37.pyc │ │ │ │ │ ├── grid_head.cpython-37.pyc │ │ │ │ │ ├── htc_mask_head.cpython-37.pyc │ │ │ │ │ ├── mask_point_head.cpython-37.pyc │ │ │ │ │ ├── maskiou_head.cpython-37.pyc │ │ │ │ │ ├── scnet_mask_head.cpython-37.pyc │ │ │ │ │ └── scnet_semantic_head.cpython-37.pyc │ │ │ │ ├── coarse_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 │ │ │ │ ├── .ipynb_checkpoints │ │ │ │ │ ├── base_roi_extractor-checkpoint.py │ │ │ │ │ ├── generic_roi_extractor-checkpoint.py │ │ │ │ │ └── single_level_roi_extractor-checkpoint.py │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-37.pyc │ │ │ │ │ ├── base_roi_extractor.cpython-37.pyc │ │ │ │ │ ├── generic_roi_extractor.cpython-37.pyc │ │ │ │ │ └── single_level_roi_extractor.cpython-37.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-37.pyc │ │ │ │ │ └── res_layer.cpython-37.pyc │ │ │ │ └── res_layer.py │ │ │ ├── sparse_roi_head.py │ │ │ ├── standard_roi_head.py │ │ │ ├── test_mixins.py │ │ │ └── trident_roi_head.py │ │ └── utils │ │ │ ├── .ipynb_checkpoints │ │ │ └── res_layer-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── builder.cpython-37.pyc │ │ │ ├── gaussian_target.cpython-37.pyc │ │ │ ├── positional_encoding.cpython-37.pyc │ │ │ ├── res_layer.cpython-37.pyc │ │ │ └── transformer.cpython-37.pyc │ │ │ ├── builder.py │ │ │ ├── gaussian_target.py │ │ │ ├── positional_encoding.py │ │ │ ├── res_layer.py │ │ │ └── transformer.py │ ├── utils │ │ ├── .ipynb_checkpoints │ │ │ └── __init__-checkpoint.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── collect_env.cpython-37.pyc │ │ │ ├── contextmanagers.cpython-37.pyc │ │ │ ├── logger.cpython-37.pyc │ │ │ └── util_mixins.cpython-37.pyc │ │ ├── collect_env.py │ │ ├── contextmanagers.py │ │ ├── logger.py │ │ ├── profiling.py │ │ ├── util_mixins.py │ │ └── util_random.py │ └── version.py ├── requirements.txt ├── requirements │ ├── build.txt │ ├── docs.txt │ ├── optional.txt │ ├── readthedocs.txt │ ├── runtime.txt │ └── tests.txt ├── setup.cfg ├── setup.py ├── tools │ ├── .ipynb_checkpoints │ │ ├── analyze_logs-checkpoint.py │ │ ├── coco_eval-checkpoint.py │ │ ├── dist_test-checkpoint.sh │ │ ├── predict_ensemble-checkpoint.py │ │ ├── predict_ensemble_v2-checkpoint.py │ │ ├── publish_model-checkpoint.py │ │ ├── slurm_test-checkpoint.sh │ │ ├── test-checkpoint.py │ │ ├── test_robustness-checkpoint.py │ │ ├── train-checkpoint.py │ │ ├── train.py-checkpoint.bak │ │ ├── visual_data-checkpoint.py │ │ ├── visual_test_img-checkpoint.py │ │ └── voc_eval-checkpoint.py │ ├── analysis_tools │ │ ├── analyze_logs.py │ │ ├── analyze_results.py │ │ ├── benchmark.py │ │ ├── coco_error_analysis.py │ │ ├── eval_metric.py │ │ ├── get_flops.py │ │ ├── robustness_eval.py │ │ └── test_robustness.py │ ├── analyze_logs.py │ ├── coco_error_analysis.py │ ├── coco_eval.py │ ├── collect_env.py │ ├── convert_datasets │ │ └── pascal_voc.py │ ├── data_process │ │ ├── .ipynb_checkpoints │ │ │ ├── generate_test_json-checkpoint.py │ │ │ ├── split_data-checkpoint.py │ │ │ ├── split_data_clean-checkpoint.py │ │ │ └── xml2coco-checkpoint.py │ │ ├── generate_test_json.py │ │ ├── split_data.py │ │ ├── split_data_clean.py │ │ └── xml2coco.py │ ├── dataset_converters │ │ ├── cityscapes.py │ │ └── pascal_voc.py │ ├── deployment │ │ ├── .ipynb_checkpoints │ │ │ └── pytorch2onnx-checkpoint.py │ │ ├── onnx2tensorrt.py │ │ └── pytorch2onnx.py │ ├── detectron2pytorch.py │ ├── dist_test.sh │ ├── dist_train.sh │ ├── get_flops.py │ ├── misc │ │ ├── browse_dataset.py │ │ └── print_config.py │ ├── model_converters │ │ ├── detectron2pytorch.py │ │ ├── publish_model.py │ │ ├── regnet2mmdet.py │ │ └── upgrade_model_version.py │ ├── post_process │ │ ├── .ipynb_checkpoints │ │ │ ├── async_inference-checkpoint.py │ │ │ ├── json2submit-checkpoint.py │ │ │ ├── test_ensemble-checkpoint.py │ │ │ └── test_json-checkpoint.py │ │ ├── async_inference.py │ │ ├── json2submit.py │ │ ├── test_ensemble.py │ │ └── test_json.py │ ├── predict_ensemble.py │ ├── predict_ensemble_v2.py │ ├── publish_model.py │ ├── robustness_eval.py 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