├── LICENSE ├── MANIFEST.in ├── README.md ├── configs ├── VFP290K │ ├── cascade_rcnn_benchmark.py │ ├── detectoRS_benchmark.py │ ├── detr_benchmark.py │ ├── faster_rcnn_r50_1x_benchmark.py │ ├── faster_rcnn_r50_1x_building.py │ ├── faster_rcnn_r50_1x_day.py │ ├── faster_rcnn_r50_1x_high.py │ ├── faster_rcnn_r50_1x_low.py │ ├── faster_rcnn_r50_1x_night.py │ ├── faster_rcnn_r50_1x_park.py │ ├── faster_rcnn_r50_1x_street.py │ ├── retinanet_r50_1x_benchmark.py │ ├── retinanet_r50_1x_building.py │ ├── retinanet_r50_1x_day.py │ ├── retinanet_r50_1x_high.py │ ├── retinanet_r50_1x_low.py │ ├── retinanet_r50_1x_night.py │ ├── retinanet_r50_1x_park.py │ ├── retinanet_r50_1x_street.py │ ├── yolo3_benchmark.py │ ├── yolo3_building.py │ ├── yolo3_day.py │ ├── yolo3_high.py │ ├── yolo3_low.py │ ├── yolo3_night.py │ ├── yolo3_park.py │ └── yolo3_street.py └── _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 │ ├── 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 ├── configs_yolo ├── benchmark.yaml ├── building_building_nocar.yaml ├── data_refactoring.py ├── day_day_nocar.yaml ├── high_high_nocar.yaml ├── low_low_nocar.yaml ├── night_night_nocar.yaml ├── park_park_nocar.yaml └── street_street_nocar.yaml ├── images ├── teaser.jpg └── teaser.png ├── make_label.py ├── mmdet.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── not-zip-safe ├── requires.txt └── top_level.txt ├── mmdet ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ └── version.cpython-37.pyc ├── apis │ ├── __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 ├── core │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-37.pyc │ ├── anchor │ │ ├── __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 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── builder.cpython-37.pyc │ │ │ ├── demodata.cpython-37.pyc │ │ │ └── transforms.cpython-37.pyc │ │ ├── assigners │ │ │ ├── __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 │ │ │ │ ├── sim_ota_assigner.cpython-37.pyc │ │ │ │ └── uniform_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 │ │ │ ├── sim_ota_assigner.py │ │ │ └── uniform_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 │ │ │ ├── __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 │ │ ├── __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 │ │ ├── eval_hooks.py │ │ ├── mean_ap.py │ │ └── recall.py │ ├── export │ │ ├── __init__.py │ │ ├── model_wrappers.py │ │ ├── onnx_helper.py │ │ └── pytorch2onnx.py │ ├── hook │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── checkloss_hook.cpython-37.pyc │ │ │ ├── ema.cpython-37.pyc │ │ │ ├── sync_norm_hook.cpython-37.pyc │ │ │ ├── sync_random_size_hook.cpython-37.pyc │ │ │ ├── yolox_lrupdater_hook.cpython-37.pyc │ │ │ └── yolox_mode_switch_hook.cpython-37.pyc │ │ ├── checkloss_hook.py │ │ ├── ema.py │ │ ├── sync_norm_hook.py │ │ ├── sync_random_size_hook.py │ │ ├── yolox_lrupdater_hook.py │ │ └── yolox_mode_switch_hook.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 │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── bbox_nms.cpython-37.pyc │ │ │ └── merge_augs.cpython-37.pyc │ │ ├── bbox_nms.py │ │ └── merge_augs.py │ ├── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── dist_utils.cpython-37.pyc │ │ │ └── misc.cpython-37.pyc │ │ ├── dist_utils.py │ │ └── misc.py │ └── visualization │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── image.cpython-37.pyc │ │ └── image.py ├── datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── builder.cpython-37.pyc │ │ ├── cityscapes.cpython-37.pyc │ │ ├── coco.cpython-37.pyc │ │ ├── coco_panoptic.cpython-37.pyc │ │ ├── custom.cpython-37.pyc │ │ ├── dataset_wrappers.cpython-37.pyc │ │ ├── deepfashion.cpython-37.pyc │ │ ├── lvis.cpython-37.pyc │ │ ├── utils.cpython-37.pyc │ │ ├── voc.cpython-37.pyc │ │ ├── wider_face.cpython-37.pyc │ │ └── xml_style.cpython-37.pyc │ ├── api_wrappers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── coco_api.cpython-37.pyc │ │ └── coco_api.py │ ├── builder.py │ ├── cityscapes.py │ ├── coco.py │ ├── coco_panoptic.py │ ├── custom.py │ ├── dataset_wrappers.py │ ├── deepfashion.py │ ├── lvis.py │ ├── pipelines │ │ ├── __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 │ │ ├── compose.py │ │ ├── formating.py │ │ ├── instaboost.py │ │ ├── loading.py │ │ ├── test_time_aug.py │ │ └── transforms.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 │ ├── utils.py │ ├── voc.py │ ├── wider_face.py │ └── xml_style.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── builder.cpython-37.pyc │ ├── backbones │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── csp_darknet.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 │ │ │ ├── mobilenet_v2.cpython-37.pyc │ │ │ ├── regnet.cpython-37.pyc │ │ │ ├── res2net.cpython-37.pyc │ │ │ ├── resnest.cpython-37.pyc │ │ │ ├── resnet.cpython-37.pyc │ │ │ ├── resnext.cpython-37.pyc │ │ │ ├── ssd_vgg.cpython-37.pyc │ │ │ └── trident_resnet.cpython-37.pyc │ │ ├── csp_darknet.py │ │ ├── darknet.py │ │ ├── detectors_resnet.py │ │ ├── detectors_resnext.py │ │ ├── hourglass.py │ │ ├── hrnet.py │ │ ├── mobilenet_v2.py │ │ ├── regnet.py │ │ ├── res2net.py │ │ ├── resnest.py │ │ ├── resnet.py │ │ ├── resnext.py │ │ ├── ssd_vgg.py │ │ └── trident_resnet.py │ ├── builder.py │ ├── dense_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── anchor_free_head.cpython-37.pyc │ │ │ ├── anchor_head.cpython-37.pyc │ │ │ ├── atss_head.cpython-37.pyc │ │ │ ├── autoassign_head.cpython-37.pyc │ │ │ ├── base_dense_head.cpython-37.pyc │ │ │ ├── cascade_rpn_head.cpython-37.pyc │ │ │ ├── centernet_head.cpython-37.pyc │ │ │ ├── centripetal_head.cpython-37.pyc │ │ │ ├── corner_head.cpython-37.pyc │ │ │ ├── deformable_detr_head.cpython-37.pyc │ │ │ ├── dense_test_mixins.cpython-37.pyc │ │ │ ├── detr_head.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 │ │ │ ├── ld_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 │ │ │ ├── sabl_retina_head.cpython-37.pyc │ │ │ ├── ssd_head.cpython-37.pyc │ │ │ ├── vfnet_head.cpython-37.pyc │ │ │ ├── yolact_head.cpython-37.pyc │ │ │ ├── yolo_head.cpython-37.pyc │ │ │ ├── yolof_head.cpython-37.pyc │ │ │ └── yolox_head.cpython-37.pyc │ │ ├── anchor_free_head.py │ │ ├── anchor_head.py │ │ ├── atss_head.py │ │ ├── autoassign_head.py │ │ ├── base_dense_head.py │ │ ├── cascade_rpn_head.py │ │ ├── centernet_head.py │ │ ├── centripetal_head.py │ │ ├── corner_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 │ │ ├── ld_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 │ │ ├── ssd_head.py │ │ ├── vfnet_head.py │ │ ├── yolact_head.py │ │ ├── yolo_head.py │ │ ├── yolof_head.py │ │ └── yolox_head.py │ ├── detectors │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── atss.cpython-37.pyc │ │ │ ├── autoassign.cpython-37.pyc │ │ │ ├── base.cpython-37.pyc │ │ │ ├── cascade_rcnn.cpython-37.pyc │ │ │ ├── centernet.cpython-37.pyc │ │ │ ├── cornernet.cpython-37.pyc │ │ │ ├── deformable_detr.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 │ │ │ ├── kd_one_stage.cpython-37.pyc │ │ │ ├── mask_rcnn.cpython-37.pyc │ │ │ ├── mask_scoring_rcnn.cpython-37.pyc │ │ │ ├── nasfcos.cpython-37.pyc │ │ │ ├── paa.cpython-37.pyc │ │ │ ├── panoptic_fpn.cpython-37.pyc │ │ │ ├── panoptic_two_stage_segmentor.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 │ │ │ ├── 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 │ │ │ ├── yolof.cpython-37.pyc │ │ │ └── yolox.cpython-37.pyc │ │ ├── atss.py │ │ ├── autoassign.py │ │ ├── base.py │ │ ├── cascade_rcnn.py │ │ ├── centernet.py │ │ ├── cornernet.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 │ │ ├── mask_rcnn.py │ │ ├── mask_scoring_rcnn.py │ │ ├── nasfcos.py │ │ ├── paa.py │ │ ├── panoptic_fpn.py │ │ ├── panoptic_two_stage_segmentor.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 │ │ ├── yolof.py │ │ └── yolox.py │ ├── losses │ │ ├── __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 │ │ │ ├── kd_loss.cpython-37.pyc │ │ │ ├── mse_loss.cpython-37.pyc │ │ │ ├── pisa_loss.cpython-37.pyc │ │ │ ├── seesaw_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 │ │ ├── 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-37.pyc │ │ │ ├── bfp.cpython-37.pyc │ │ │ ├── channel_mapper.cpython-37.pyc │ │ │ ├── ct_resnet_neck.cpython-37.pyc │ │ │ ├── dilated_encoder.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 │ │ │ └── yolox_pafpn.cpython-37.pyc │ │ ├── bfp.py │ │ ├── channel_mapper.py │ │ ├── ct_resnet_neck.py │ │ ├── dilated_encoder.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-37.pyc │ │ │ └── dropblock.cpython-37.pyc │ │ └── dropblock.py │ ├── roi_heads │ │ ├── __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 │ │ │ ├── __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 │ │ │ ├── __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 │ ├── seg_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── base_semantic_head.cpython-37.pyc │ │ │ └── panoptic_fpn_head.cpython-37.pyc │ │ ├── base_semantic_head.py │ │ ├── panoptic_fpn_head.py │ │ └── panoptic_fusion_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── base_panoptic_fusion_head.cpython-37.pyc │ │ │ └── heuristic_fusion_head.cpython-37.pyc │ │ │ ├── base_panoptic_fusion_head.py │ │ │ └── heuristic_fusion_head.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── builder.cpython-37.pyc │ │ ├── conv_upsample.cpython-37.pyc │ │ ├── csp_layer.cpython-37.pyc │ │ ├── gaussian_target.cpython-37.pyc │ │ ├── inverted_residual.cpython-37.pyc │ │ ├── make_divisible.cpython-37.pyc │ │ ├── misc.cpython-37.pyc │ │ ├── normed_predictor.cpython-37.pyc │ │ ├── positional_encoding.cpython-37.pyc │ │ ├── res_layer.cpython-37.pyc │ │ ├── se_layer.cpython-37.pyc │ │ └── transformer.cpython-37.pyc │ │ ├── builder.py │ │ ├── conv_upsample.py │ │ ├── csp_layer.py │ │ ├── gaussian_target.py │ │ ├── inverted_residual.py │ │ ├── make_divisible.py │ │ ├── misc.py │ │ ├── normed_predictor.py │ │ ├── positional_encoding.py │ │ ├── res_layer.py │ │ ├── se_layer.py │ │ └── transformer.py ├── utils │ ├── __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 │ │ └── util_random.cpython-37.pyc │ ├── collect_env.py │ ├── contextmanagers.py │ ├── logger.py │ ├── profiling.py │ ├── util_mixins.py │ └── util_random.py └── version.py ├── model-index.yml ├── pytest.ini ├── requirements.txt ├── 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 │ └── gray.jpg ├── test_data │ ├── test_datasets │ │ ├── test_coco_dataset.py │ │ ├── test_common.py │ │ ├── test_custom_dataset.py │ │ ├── test_dataset_wrapper.py │ │ ├── test_panoptic_dataset.py │ │ └── test_xml_dataset.py │ ├── test_pipelines │ │ ├── test_formatting.py │ │ ├── test_loading.py │ │ ├── test_sampler.py │ │ └── test_transform │ │ │ ├── test_img_augment.py │ │ │ ├── test_models_aug_test.py │ │ │ ├── test_rotate.py │ │ │ ├── test_shear.py │ │ │ ├── test_transform.py │ │ │ └── test_translate.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_hourglass.py │ │ ├── test_hrnet.py │ │ ├── test_mobilenet_v2.py │ │ ├── test_regnet.py │ │ ├── test_renext.py │ │ ├── test_res2net.py │ │ ├── test_resnest.py │ │ ├── test_resnet.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_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_ld_head.py │ │ ├── test_paa_head.py │ │ ├── test_pisa_head.py │ │ ├── test_sabl_retina_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_utils │ │ ├── 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_async.py │ ├── test_config.py │ ├── test_eval_hook.py │ └── test_fp16.py └── test_utils │ ├── test_anchor.py │ ├── test_assigner.py │ ├── test_coder.py │ ├── test_hook.py │ ├── test_masks.py │ ├── test_misc.py │ ├── test_version.py │ └── test_visualization.py ├── tools ├── analysis_tools │ ├── analyze_logs.py │ ├── analyze_results.py │ ├── benchmark.py │ ├── coco_error_analysis.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 ├── dist_test.sh ├── dist_train.sh ├── misc │ ├── browse_dataset.py │ └── print_config.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 └── yolov5 ├── .dockerignore ├── .gitattributes ├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── feature-request.md │ └── question.md ├── dependabot.yml └── workflows │ ├── ci-testing.yml │ ├── codeql-analysis.yml │ ├── greetings.yml │ ├── rebase.yml │ └── stale.yml ├── .gitignore ├── CONTRIBUTING.md ├── LICENSE ├── configs ├── benchmark.yaml ├── building_building_nocar.yaml ├── data_refactoring.py ├── day_day_nocar.yaml ├── high_high_nocar.yaml ├── low_low_nocar.yaml ├── night_night_nocar.yaml ├── park_park_nocar.yaml └── street_street_nocar.yaml ├── data ├── Argoverse.yaml ├── GlobalWheat2020.yaml ├── Objects365.yaml ├── SKU-110K.yaml ├── VOC.yaml ├── VisDrone.yaml ├── coco.yaml ├── coco128.yaml ├── hyps │ ├── hyp.finetune.yaml │ ├── hyp.finetune_objects365.yaml │ ├── hyp.scratch-high.yaml │ ├── hyp.scratch-low.yaml │ ├── hyp.scratch-med.yaml │ └── hyp.scratch.yaml ├── images │ ├── bus.jpg │ └── zidane.jpg ├── scripts │ ├── download_weights.sh │ ├── get_coco.sh │ └── get_coco128.sh └── xView.yaml ├── detect.py ├── export.py ├── hubconf.py ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── common.cpython-37.pyc │ ├── experimental.cpython-37.pyc │ └── yolo.cpython-37.pyc ├── common.py ├── experimental.py ├── hub │ ├── anchors.yaml │ ├── yolov3-spp.yaml │ ├── yolov3-tiny.yaml │ ├── yolov3.yaml │ ├── yolov5-bifpn.yaml │ ├── yolov5-fpn.yaml │ ├── yolov5-p2.yaml │ ├── yolov5-p6.yaml │ ├── yolov5-p7.yaml │ ├── yolov5-panet.yaml │ ├── yolov5l6.yaml │ ├── yolov5m6.yaml │ ├── yolov5n6.yaml │ ├── yolov5s-ghost.yaml │ ├── yolov5s-transformer.yaml │ ├── yolov5s6.yaml │ └── yolov5x6.yaml ├── tf.py ├── yolo.py ├── yolov5l.yaml ├── yolov5m.yaml ├── yolov5n.yaml ├── yolov5s.yaml └── yolov5x.yaml ├── runs └── train │ ├── exp │ ├── hyp.yaml │ └── opt.yaml │ └── exp2 │ ├── hyp.yaml │ └── opt.yaml ├── train.py ├── utils ├── __init__.py ├── activations.py ├── augmentations.py ├── autoanchor.py ├── aws │ ├── __init__.py │ ├── mime.sh │ ├── resume.py │ └── userdata.sh ├── callbacks.py ├── datasets.py ├── downloads.py ├── flask_rest_api │ ├── README.md │ ├── example_request.py │ └── restapi.py ├── general.py ├── google_app_engine │ ├── Dockerfile │ ├── additional_requirements.txt │ └── app.yaml ├── loggers │ ├── __init__.py │ └── wandb │ │ ├── README.md │ │ ├── __init__.py │ │ ├── log_dataset.py │ │ ├── sweep.py │ │ ├── sweep.yaml │ │ └── wandb_utils.py ├── loss.py ├── metrics.py ├── plots.py └── torch_utils.py ├── val.py └── yolov5s.pt /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DASH-Lab/VFP290K/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DASH-Lab/VFP290K/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DASH-Lab/VFP290K/HEAD/README.md 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