├── .gitignore ├── LICENSE ├── MANIFEST.in ├── README.md ├── config_remdet ├── _base_ │ ├── default_runtime.py │ ├── det_p5_tta.py │ ├── schedule_1x.py │ ├── schedule_20e.py │ ├── schedule_2x.py │ └── yolo_default_runtime.py ├── cascade-rcnn │ └── cascade-rcnn_r50_fpn_uavdt.py ├── centernet │ ├── centernet-r50_fpn_remdet.py │ ├── centernet-update_r50_fpn_8xb8-amp-lsj-200e_coco.py │ ├── lsj-100e_coco-detection.py │ ├── lsj-100e_visdrone.py │ └── lsj-200e_coco-detection.py ├── datasets │ ├── coco_instance.py │ ├── uavdt_detection.py │ └── visdrone2019.py ├── dyhead │ ├── atss_r50_fpn_dyhead_1x_coco.py │ └── atss_r50_fpn_dyhead_remdet.py ├── fasterrcnn │ ├── faster-rcnn_r50_fpn_uavdt.py │ ├── faster-rcnn_r50_fpn_visdrone.py │ └── faster-rcnn_r50_fpn_visdrone_remdet.py ├── fcos │ ├── fcos_r50_fpn.py │ ├── fcos_r50_fpn_remdet.py │ └── lsj-100e_visdrone.py ├── gfl │ ├── gfl_r50_fpn_1x_visdrone.py │ └── gfl_r50_remdet_visdrone.py ├── maskrcnn │ └── mask-rcnn_r50_fpn.py ├── ppyoloe │ ├── ppyoloe_l-300e_coco.py │ ├── ppyoloe_m-300e_coco.py │ ├── ppyoloe_plus_s-80e_visdrone.py │ ├── ppyoloe_s-300e_visdrone.py │ └── ppyoloe_x-300e_coco.py ├── remdet │ ├── remdet_l-300e_coco.py │ ├── remdet_m-300e_coco.py │ ├── remdet_s-300e_mscoco.py │ ├── remdet_s-300e_uavdt.py │ ├── remdet_s-300e_visdrone.py │ ├── remdet_tiny-300e_coco.py │ └── remdet_x-300e_coco.py ├── retinanet │ ├── retinanet_r50_fpn_1x_coco.py │ ├── retinanet_r50_fpn_1x_visdrone.py │ ├── retinanet_r50_fpn_1x_visdrone_remdet.py │ └── retinanet_tta.py ├── rtmdet │ ├── rtmdet_l-300e_coco.py │ ├── rtmdet_m-300e_coco.py │ ├── rtmdet_s-300e_coco.py │ ├── rtmdet_s_remdet-300e_visdrone.py │ └── rtmdet_tiny-300e_coco.py ├── yolov5 │ ├── yolov5_l-300e_coco.py │ ├── yolov5_m-300e_coco.py │ ├── yolov5_n-300e_coco.py │ ├── yolov5_s-300e_uavdt.py │ ├── yolov5_s-300e_visdrone.py │ ├── yolov5_s_remdet-300e_visdrone.py │ └── yolov5_x-300e_coco.py ├── yolov6 │ ├── yolov6_l-300e_coco.py │ ├── yolov6_m-300e_coco.py │ ├── yolov6_n-300e_coco.py │ ├── yolov6_s-300e_uavdt.py │ ├── yolov6_s-300e_visdrone.py │ ├── yolov6_t-300e_coco.py │ ├── yolov6_v3_l-300e_coco.py │ ├── yolov6_v3_m-300e_coco.py │ ├── yolov6_v3_n-300e_coco.py │ ├── yolov6_v3_s-300e_uavdt.py │ ├── yolov6_v3_s-300e_visdrone.py │ ├── yolov6_v3_s_remdet-300e_visdrone.py │ └── yolov6_v3_t-300e_coco.py ├── yolov7 │ ├── yolov7_l-300e_uavdt.py │ ├── yolov7_l-300e_visdrone.py │ ├── yolov7_tiny-300e_coco.py │ ├── yolov7_tiny_remdet-300e_visdrone.py │ └── yolov7_x-300e_coco.py ├── yolov8 │ ├── yolov8_l-300e_coco.py │ ├── yolov8_m-300e_coco.py │ ├── yolov8_n-300e_coco.py │ ├── yolov8_s-300e_cluster_visdrone.py │ ├── yolov8_s-300e_uavdt.py │ ├── yolov8_s-300e_visdrone.py │ ├── yolov8_s_remdet-300e_visdrone.py │ └── yolov8_x-300e_coco.py └── yolox │ ├── yolox_l-300e_coco.py │ ├── yolox_m-300e_coco.py │ ├── yolox_nano-300e_coco.py │ ├── yolox_p5_tta.py │ ├── yolox_s-300e_uavdt.py │ ├── yolox_s-300e_visdrone.py │ ├── yolox_tiny-300e_coco.py │ └── yolox_x-300e_coco.py ├── configs ├── _base_ │ ├── datasets │ │ ├── ade20k_instance.py │ │ ├── ade20k_panoptic.py │ │ ├── ade20k_semantic.py │ │ ├── cityscapes_detection.py │ │ ├── cityscapes_instance.py │ │ ├── coco_caption.py │ │ ├── coco_detection.py │ │ ├── coco_instance.py │ │ ├── coco_instance_semantic.py │ │ ├── coco_panoptic.py │ │ ├── coco_semantic.py │ │ ├── deepfashion.py │ │ ├── dsdl.py │ │ ├── isaid_instance.py │ │ ├── lvis_v0.5_instance.py │ │ ├── lvis_v1_instance.py │ │ ├── mot_challenge.py │ │ ├── mot_challenge_det.py │ │ ├── mot_challenge_reid.py │ │ ├── objects365v1_detection.py │ │ ├── objects365v2_detection.py │ │ ├── openimages_detection.py │ │ ├── refcoco+.py │ │ ├── refcoco.py │ │ ├── refcocog.py │ │ ├── semi_coco_detection.py │ │ ├── v3det.py │ │ ├── voc0712.py │ │ ├── wider_face.py │ │ └── youtube_vis.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 ├── albu_example │ ├── README.md │ ├── mask-rcnn_r50_fpn_albu-1x_coco.py │ └── metafile.yml ├── atss │ ├── README.md │ ├── atss_r101_fpn_1x_coco.py │ ├── atss_r101_fpn_8xb8-amp-lsj-200e_coco.py │ ├── atss_r18_fpn_8xb8-amp-lsj-200e_coco.py │ ├── atss_r50_fpn_1x_coco.py │ ├── atss_r50_fpn_8xb8-amp-lsj-200e_coco.py │ └── metafile.yml ├── autoassign │ ├── README.md │ ├── autoassign_r50-caffe_fpn_1x_coco.py │ └── metafile.yml ├── boxinst │ ├── README.md │ ├── boxinst_r101_fpn_ms-90k_coco.py │ ├── boxinst_r50_fpn_ms-90k_coco.py │ └── metafile.yml ├── bytetrack │ ├── README.md │ ├── bytetrack_yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ ├── bytetrack_yolox_x_8xb4-80e_crowdhuman-mot20train_test-mot20test.py │ ├── bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ ├── bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17test.py │ ├── bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot20train_test-mot20test.py │ ├── metafile.yml │ └── yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17halfval.py ├── carafe │ ├── README.md │ ├── faster-rcnn_r50_fpn-carafe_1x_coco.py │ ├── mask-rcnn_r50_fpn-carafe_1x_coco.py │ └── metafile.yml ├── cascade_rcnn │ ├── README.md │ ├── cascade-mask-rcnn_r101-caffe_fpn_1x_coco.py │ ├── cascade-mask-rcnn_r101-caffe_fpn_ms-3x_coco.py │ ├── cascade-mask-rcnn_r101_fpn_1x_coco.py │ ├── cascade-mask-rcnn_r101_fpn_20e_coco.py │ ├── cascade-mask-rcnn_r101_fpn_ms-3x_coco.py │ ├── cascade-mask-rcnn_r50-caffe_fpn_1x_coco.py │ ├── cascade-mask-rcnn_r50-caffe_fpn_ms-3x_coco.py │ ├── cascade-mask-rcnn_r50_fpn_1x_coco.py │ ├── cascade-mask-rcnn_r50_fpn_20e_coco.py │ ├── cascade-mask-rcnn_r50_fpn_ms-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_ms-3x_coco.py │ ├── cascade-mask-rcnn_x101-32x8d_fpn_ms-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_ms-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_r101_fpn_8xb8-amp-lsj-200e_coco.py │ ├── cascade-rcnn_r18_fpn_8xb8-amp-lsj-200e_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_r50_fpn_8xb8-amp-lsj-200e_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 ├── cascade_rpn │ ├── README.md │ ├── cascade-rpn_fast-rcnn_r50-caffe_fpn_1x_coco.py │ ├── cascade-rpn_faster-rcnn_r50-caffe_fpn_1x_coco.py │ ├── cascade-rpn_r50-caffe_fpn_1x_coco.py │ └── metafile.yml ├── centernet │ ├── README.md │ ├── centernet-update_r101_fpn_8xb8-amp-lsj-200e_coco.py │ ├── centernet-update_r18_fpn_8xb8-amp-lsj-200e_coco.py │ ├── centernet-update_r50-caffe_fpn_ms-1x_coco.py │ ├── centernet-update_r50_fpn_8xb8-amp-lsj-200e_coco.py │ ├── centernet_r18-dcnv2_8xb16-crop512-140e_coco.py │ ├── centernet_r18_8xb16-crop512-140e_coco.py │ ├── centernet_tta.py │ └── metafile.yml ├── centripetalnet │ ├── README.md │ ├── centripetalnet_hourglass104_16xb6-crop511-210e-mstest_coco.py │ └── metafile.yml ├── cityscapes │ ├── README.md │ ├── faster-rcnn_r50_fpn_1x_cityscapes.py │ └── mask-rcnn_r50_fpn_1x_cityscapes.py ├── common │ ├── lsj-100e_coco-detection.py │ ├── lsj-100e_coco-instance.py │ ├── lsj-200e_coco-detection.py │ ├── lsj-200e_coco-instance.py │ ├── ms-90k_coco.py │ ├── ms-poly-90k_coco-instance.py │ ├── ms-poly_3x_coco-instance.py │ ├── ms_3x_coco-instance.py │ ├── ms_3x_coco.py │ ├── ssj_270k_coco-instance.py │ └── ssj_scp_270k_coco-instance.py ├── condinst │ ├── README.md │ ├── condinst_r50_fpn_ms-poly-90k_coco_instance.py │ └── metafile.yml ├── conditional_detr │ ├── README.md │ ├── conditional-detr_r50_8xb2-50e_coco.py │ └── metafile.yml ├── convnext │ ├── README.md │ ├── cascade-mask-rcnn_convnext-s-p4-w7_fpn_4conv1fc-giou_amp-ms-crop-3x_coco.py │ ├── cascade-mask-rcnn_convnext-t-p4-w7_fpn_4conv1fc-giou_amp-ms-crop-3x_coco.py │ ├── mask-rcnn_convnext-t-p4-w7_fpn_amp-ms-crop-3x_coco.py │ └── metafile.yml ├── cornernet │ ├── README.md │ ├── cornernet_hourglass104_10xb5-crop511-210e-mstest_coco.py │ ├── cornernet_hourglass104_32xb3-210e-mstest_coco.py │ ├── cornernet_hourglass104_8xb6-210e-mstest_coco.py │ └── metafile.yml ├── crowddet │ ├── README.md │ ├── crowddet-rcnn_r50_fpn_8xb2-30e_crowdhuman.py │ ├── crowddet-rcnn_refine_r50_fpn_8xb2-30e_crowdhuman.py │ └── metafile.yml ├── dab_detr │ ├── README.md │ ├── dab-detr_r50_8xb2-50e_coco.py │ └── metafile.yml ├── dcn │ ├── README.md │ ├── cascade-mask-rcnn_r101-dconv-c3-c5_fpn_1x_coco.py │ ├── cascade-mask-rcnn_r50-dconv-c3-c5_fpn_1x_coco.py │ ├── cascade-mask-rcnn_x101-32x4d-dconv-c3-c5_fpn_1x_coco.py │ ├── cascade-rcnn_r101-dconv-c3-c5_fpn_1x_coco.py │ ├── cascade-rcnn_r50-dconv-c3-c5_fpn_1x_coco.py │ ├── faster-rcnn_r101-dconv-c3-c5_fpn_1x_coco.py │ ├── faster-rcnn_r50-dconv-c3-c5_fpn_1x_coco.py │ ├── faster-rcnn_r50_fpn_dpool_1x_coco.py │ ├── faster-rcnn_x101-32x4d-dconv-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r101-dconv-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r50-dconv-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r50-dconv-c3-c5_fpn_amp-1x_coco.py │ └── metafile.yml ├── dcnv2 │ ├── README.md │ ├── faster-rcnn_r50-mdconv-c3-c5_fpn_1x_coco.py │ ├── faster-rcnn_r50-mdconv-group4-c3-c5_fpn_1x_coco.py │ ├── faster-rcnn_r50_fpn_mdpool_1x_coco.py │ ├── mask-rcnn_r50-mdconv-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r50-mdconv-c3-c5_fpn_amp-1x_coco.py │ └── metafile.yml ├── ddod │ ├── README.md │ ├── ddod_r50_fpn_1x_coco.py │ └── metafile.yml ├── ddq │ ├── README.md │ ├── ddq-detr-4scale_r50_8xb2-12e_coco.py │ ├── ddq-detr-4scale_swinl_8xb2-30e_coco.py │ ├── ddq-detr-5scale_r50_8xb2-12e_coco.py │ └── metafile.yml ├── deepfashion │ ├── README.md │ └── mask-rcnn_r50_fpn_15e_deepfashion.py ├── deepsort │ ├── README.md │ ├── deepsort_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py │ ├── deepsort_faster-rcnn_r50_fpn_8xb2-4e_mot17train_test-mot17test.py │ └── metafile.yml ├── deformable_detr │ ├── README.md │ ├── deformable-detr-refine-twostage_r50_16xb2-50e_coco.py │ ├── deformable-detr-refine_r50_16xb2-50e_coco.py │ ├── deformable-detr_r50_16xb2-50e_coco.py │ └── metafile.yml ├── detectors │ ├── README.md │ ├── cascade-rcnn_r50-rfp_1x_coco.py │ ├── cascade-rcnn_r50-sac_1x_coco.py │ ├── detectors_cascade-rcnn_r50_1x_coco.py │ ├── detectors_htc-r101_20e_coco.py │ ├── detectors_htc-r50_1x_coco.py │ ├── htc_r50-rfp_1x_coco.py │ ├── htc_r50-sac_1x_coco.py │ └── metafile.yml ├── detr │ ├── README.md │ ├── detr_r101_8xb2-500e_coco.py │ ├── detr_r18_8xb2-500e_coco.py │ ├── detr_r50_8xb2-150e_coco.py │ ├── detr_r50_8xb2-500e_coco.py │ └── metafile.yml ├── dino │ ├── README.md │ ├── dino-4scale_r50_8xb2-12e_coco.py │ ├── dino-4scale_r50_8xb2-24e_coco.py │ ├── dino-4scale_r50_8xb2-36e_coco.py │ ├── dino-4scale_r50_improved_8xb2-12e_coco.py │ ├── dino-5scale_swin-l_8xb2-12e_coco.py │ ├── dino-5scale_swin-l_8xb2-36e_coco.py │ └── metafile.yml ├── double_heads │ ├── README.md │ ├── dh-faster-rcnn_r50_fpn_1x_coco.py │ └── metafile.yml ├── dsdl │ ├── README.md │ ├── coco.py │ ├── coco_instance.py │ ├── objects365v2.py │ ├── openimagesv6.py │ ├── voc07.py │ └── voc0712.py ├── dyhead │ ├── README.md │ ├── atss_r50-caffe_fpn_dyhead_1x_coco.py │ ├── atss_r50_fpn_dyhead_1x_coco.py │ ├── atss_swin-l-p4-w12_fpn_dyhead_ms-2x_coco.py │ └── metafile.yml ├── dynamic_rcnn │ ├── README.md │ ├── dynamic-rcnn_r50_fpn_1x_coco.py │ └── metafile.yml ├── efficientnet │ ├── README.md │ ├── metafile.yml │ └── retinanet_effb3_fpn_8xb4-crop896-1x_coco.py ├── empirical_attention │ ├── README.md │ ├── faster-rcnn_r50-attn0010-dcn_fpn_1x_coco.py │ ├── faster-rcnn_r50-attn0010_fpn_1x_coco.py │ ├── faster-rcnn_r50-attn1111-dcn_fpn_1x_coco.py │ ├── faster-rcnn_r50-attn1111_fpn_1x_coco.py │ └── metafile.yml ├── fast_rcnn │ ├── README.md │ ├── fast-rcnn_r101-caffe_fpn_1x_coco.py │ ├── fast-rcnn_r101_fpn_1x_coco.py │ ├── fast-rcnn_r101_fpn_2x_coco.py │ ├── fast-rcnn_r50-caffe_fpn_1x_coco.py │ ├── fast-rcnn_r50_fpn_1x_coco.py │ └── fast-rcnn_r50_fpn_2x_coco.py ├── faster_rcnn │ ├── README.md │ ├── faster-rcnn_r101-caffe_fpn_1x_coco.py │ ├── faster-rcnn_r101-caffe_fpn_ms-3x_coco.py │ ├── faster-rcnn_r101_fpn_1x_coco.py │ ├── faster-rcnn_r101_fpn_2x_coco.py │ ├── faster-rcnn_r101_fpn_8xb8-amp-lsj-200e_coco.py │ ├── faster-rcnn_r101_fpn_ms-3x_coco.py │ ├── faster-rcnn_r18_fpn_8xb8-amp-lsj-200e_coco.py │ ├── faster-rcnn_r50-caffe-c4_ms-1x_coco.py │ ├── faster-rcnn_r50-caffe-dc5_1x_coco.py │ ├── faster-rcnn_r50-caffe-dc5_ms-1x_coco.py │ ├── faster-rcnn_r50-caffe-dc5_ms-3x_coco.py │ ├── faster-rcnn_r50-caffe_c4-1x_coco.py │ ├── faster-rcnn_r50-caffe_fpn_1x_coco.py │ ├── faster-rcnn_r50-caffe_fpn_90k_coco.py │ ├── faster-rcnn_r50-caffe_fpn_ms-1x_coco-person-bicycle-car.py │ ├── faster-rcnn_r50-caffe_fpn_ms-1x_coco-person.py │ ├── faster-rcnn_r50-caffe_fpn_ms-1x_coco.py │ ├── faster-rcnn_r50-caffe_fpn_ms-2x_coco.py │ ├── faster-rcnn_r50-caffe_fpn_ms-3x_coco.py │ ├── faster-rcnn_r50-caffe_fpn_ms-90k_coco.py │ ├── faster-rcnn_r50-tnr-pre_fpn_1x_coco.py │ ├── faster-rcnn_r50_fpn_1x_coco.py │ ├── faster-rcnn_r50_fpn_2x_coco.py │ ├── faster-rcnn_r50_fpn_8xb8-amp-lsj-200e_coco.py │ ├── faster-rcnn_r50_fpn_amp-1x_coco.py │ ├── faster-rcnn_r50_fpn_bounded-iou_1x_coco.py │ ├── faster-rcnn_r50_fpn_ciou_1x_coco.py │ ├── faster-rcnn_r50_fpn_fcos-rpn_1x_coco.py │ ├── faster-rcnn_r50_fpn_giou_1x_coco.py │ ├── faster-rcnn_r50_fpn_iou_1x_coco.py │ ├── faster-rcnn_r50_fpn_ms-3x_coco.py │ ├── faster-rcnn_r50_fpn_ohem_1x_coco.py │ ├── faster-rcnn_r50_fpn_soft-nms_1x_coco.py │ ├── faster-rcnn_x101-32x4d_fpn_1x_coco.py │ ├── faster-rcnn_x101-32x4d_fpn_2x_coco.py │ ├── faster-rcnn_x101-32x4d_fpn_ms-3x_coco.py │ ├── faster-rcnn_x101-32x8d_fpn_ms-3x_coco.py │ ├── faster-rcnn_x101-64x4d_fpn_1x_coco.py │ ├── faster-rcnn_x101-64x4d_fpn_2x_coco.py │ ├── faster-rcnn_x101-64x4d_fpn_ms-3x_coco.py │ └── metafile.yml ├── fcos │ ├── README.md │ ├── fcos_r101-caffe_fpn_gn-head-1x_coco.py │ ├── fcos_r101-caffe_fpn_gn-head_ms-640-800-2x_coco.py │ ├── fcos_r101_fpn_gn-head-center-normbbox-centeronreg-giou_8xb8-amp-lsj-200e_coco.py │ ├── fcos_r18_fpn_gn-head-center-normbbox-centeronreg-giou_8xb8-amp-lsj-200e_coco.py │ ├── fcos_r50-caffe_fpn_gn-head-center-normbbox-centeronreg-giou_1x_coco.py │ ├── fcos_r50-caffe_fpn_gn-head-center_1x_coco.py │ ├── fcos_r50-caffe_fpn_gn-head_1x_coco.py │ ├── fcos_r50-caffe_fpn_gn-head_4xb4-1x_coco.py │ ├── fcos_r50-caffe_fpn_gn-head_ms-640-800-2x_coco.py │ ├── fcos_r50-dcn-caffe_fpn_gn-head-center-normbbox-centeronreg-giou_1x_coco.py │ ├── fcos_r50_fpn_gn-head-center-normbbox-centeronreg-giou_8xb8-amp-lsj-200e_coco.py │ ├── fcos_x101-64x4d_fpn_gn-head_ms-640-800-2x_coco.py │ └── metafile.yml ├── foveabox │ ├── README.md │ ├── fovea_r101_fpn_4xb4-1x_coco.py │ ├── fovea_r101_fpn_4xb4-2x_coco.py │ ├── fovea_r101_fpn_gn-head-align_4xb4-2x_coco.py │ ├── fovea_r101_fpn_gn-head-align_ms-640-800-4xb4-2x_coco.py │ ├── fovea_r50_fpn_4xb4-1x_coco.py │ ├── fovea_r50_fpn_4xb4-2x_coco.py │ ├── fovea_r50_fpn_gn-head-align_4xb4-2x_coco.py │ ├── fovea_r50_fpn_gn-head-align_ms-640-800-4xb4-2x_coco.py │ └── metafile.yml ├── fpg │ ├── README.md │ ├── faster-rcnn_r50_fpg-chn128_crop640-50e_coco.py │ ├── faster-rcnn_r50_fpg_crop640-50e_coco.py │ ├── faster-rcnn_r50_fpn_crop640-50e_coco.py │ ├── mask-rcnn_r50_fpg-chn128_crop640-50e_coco.py │ ├── mask-rcnn_r50_fpg_crop640-50e_coco.py │ ├── mask-rcnn_r50_fpn_crop640-50e_coco.py │ ├── metafile.yml │ ├── retinanet_r50_fpg-chn128_crop640_50e_coco.py │ └── retinanet_r50_fpg_crop640_50e_coco.py ├── free_anchor │ ├── README.md │ ├── freeanchor_r101_fpn_1x_coco.py │ ├── freeanchor_r50_fpn_1x_coco.py │ ├── freeanchor_x101-32x4d_fpn_1x_coco.py │ └── metafile.yml ├── fsaf │ ├── README.md │ ├── fsaf_r101_fpn_1x_coco.py │ ├── fsaf_r50_fpn_1x_coco.py │ ├── fsaf_x101-64x4d_fpn_1x_coco.py │ └── metafile.yml ├── gcnet │ ├── README.md │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5-r16-gcb-c3-c5_fpn_1x_coco.py │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5-r4-gcb-c3-c5_fpn_1x_coco.py │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5_fpn_1x_coco.py │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-r16-gcb-c3-c5_fpn_1x_coco.py │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-r4-gcb-c3-c5_fpn_1x_coco.py │ ├── cascade-mask-rcnn_x101-32x4d-syncbn_fpn_1x_coco.py │ ├── mask-rcnn_r101-gcb-r16-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r101-gcb-r4-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r101-syncbn-gcb-r16-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r101-syncbn-gcb-r4-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r101-syncbn_fpn_1x_coco.py │ ├── mask-rcnn_r50-gcb-r16-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r50-gcb-r4-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r50-syncbn-gcb-r16-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r50-syncbn-gcb-r4-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_r50-syncbn_fpn_1x_coco.py │ ├── mask-rcnn_x101-32x4d-syncbn-gcb-r16-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_x101-32x4d-syncbn-gcb-r4-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_x101-32x4d-syncbn_fpn_1x_coco.py │ └── metafile.yml ├── gfl │ ├── README.md │ ├── gfl_r101-dconv-c3-c5_fpn_ms-2x_coco.py │ ├── gfl_r101_fpn_ms-2x_coco.py │ ├── gfl_r50_fpn_1x_coco.py │ ├── gfl_r50_fpn_ms-2x_coco.py │ ├── gfl_x101-32x4d-dconv-c4-c5_fpn_ms-2x_coco.py │ ├── gfl_x101-32x4d_fpn_ms-2x_coco.py │ └── metafile.yml ├── ghm │ ├── README.md │ ├── metafile.yml │ ├── retinanet_r101_fpn_ghm-1x_coco.py │ ├── retinanet_r50_fpn_ghm-1x_coco.py │ ├── retinanet_x101-32x4d_fpn_ghm-1x_coco.py │ └── retinanet_x101-64x4d_fpn_ghm-1x_coco.py ├── glip │ ├── README.md │ ├── flickr30k │ │ └── glip_atss_swin-t_c_fpn_dyhead_pretrain_obj365-goldg_zeroshot_flickr30k.py │ ├── glip_atss_swin-l_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ ├── glip_atss_swin-l_fpn_dyhead_pretrain_mixeddata.py │ ├── glip_atss_swin-t_a_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_obj365.py │ ├── glip_atss_swin-t_b_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ ├── glip_atss_swin-t_b_fpn_dyhead_pretrain_obj365.py │ ├── glip_atss_swin-t_c_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ ├── glip_atss_swin-t_c_fpn_dyhead_pretrain_obj365-goldg.py │ ├── glip_atss_swin-t_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ ├── glip_atss_swin-t_fpn_dyhead_pretrain_obj365-goldg-cc3m-sub.py │ ├── lvis │ │ ├── glip_atss_swin-l_fpn_dyhead_pretrain_zeroshot_lvis.py │ │ ├── glip_atss_swin-l_fpn_dyhead_pretrain_zeroshot_mini-lvis.py │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_zeroshot_lvis.py │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_zeroshot_mini-lvis.py │ │ ├── glip_atss_swin-t_bc_fpn_dyhead_pretrain_zeroshot_lvis.py │ │ └── glip_atss_swin-t_bc_fpn_dyhead_pretrain_zeroshot_mini-lvis.py │ ├── metafile.yml │ └── odinw │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_odinw13.py │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_odinw35.py │ │ ├── glip_atss_swin-t_bc_fpn_dyhead_pretrain_odinw13.py │ │ ├── glip_atss_swin-t_bc_fpn_dyhead_pretrain_odinw35.py │ │ └── override_category.py ├── gn+ws │ ├── README.md │ ├── faster-rcnn_r101_fpn_gn-ws-all_1x_coco.py │ ├── faster-rcnn_r50_fpn_gn-ws-all_1x_coco.py │ ├── faster-rcnn_x101-32x4d_fpn_gn-ws-all_1x_coco.py │ ├── faster-rcnn_x50-32x4d_fpn_gn-ws-all_1x_coco.py │ ├── mask-rcnn_r101_fpn_gn-ws-all_20-23-24e_coco.py │ ├── mask-rcnn_r101_fpn_gn-ws-all_2x_coco.py │ ├── mask-rcnn_r50_fpn_gn-ws-all_20-23-24e_coco.py │ ├── mask-rcnn_r50_fpn_gn-ws-all_2x_coco.py │ ├── mask-rcnn_x101-32x4d_fpn_gn-ws-all_20-23-24e_coco.py │ ├── mask-rcnn_x101-32x4d_fpn_gn-ws-all_2x_coco.py │ ├── mask-rcnn_x50-32x4d_fpn_gn-ws-all_20-23-24e_coco.py │ ├── mask-rcnn_x50-32x4d_fpn_gn-ws-all_2x_coco.py │ └── metafile.yml ├── gn │ ├── README.md │ ├── mask-rcnn_r101_fpn_gn-all_2x_coco.py │ ├── mask-rcnn_r101_fpn_gn-all_3x_coco.py │ ├── mask-rcnn_r50-contrib_fpn_gn-all_2x_coco.py │ ├── mask-rcnn_r50-contrib_fpn_gn-all_3x_coco.py │ ├── mask-rcnn_r50_fpn_gn-all_2x_coco.py │ ├── mask-rcnn_r50_fpn_gn-all_3x_coco.py │ └── metafile.yml ├── grid_rcnn │ ├── README.md │ ├── grid-rcnn_r101_fpn_gn-head_2x_coco.py │ ├── grid-rcnn_r50_fpn_gn-head_1x_coco.py │ ├── grid-rcnn_r50_fpn_gn-head_2x_coco.py │ ├── grid-rcnn_x101-32x4d_fpn_gn-head_2x_coco.py │ ├── grid-rcnn_x101-64x4d_fpn_gn-head_2x_coco.py │ └── metafile.yml ├── groie │ ├── README.md │ ├── faste-rcnn_r50_fpn_groie_1x_coco.py │ ├── grid-rcnn_r50_fpn_gn-head-groie_1x_coco.py │ ├── mask-rcnn_r101_fpn_syncbn-r4-gcb_c3-c5-groie_1x_coco.py │ ├── mask-rcnn_r50_fpn_groie_1x_coco.py │ ├── mask-rcnn_r50_fpn_syncbn-r4-gcb-c3-c5-groie_1x_coco.py │ └── metafile.yml ├── grounding_dino │ ├── README.md │ ├── dod │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_concat_dod.py │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_parallel_dod.py │ │ ├── grounding_dino_swin-t_pretrain_zeroshot_concat_dod.py │ │ └── grounding_dino_swin-t_pretrain_zeroshot_parallel_dod.py │ ├── flickr30k │ │ └── grounding_dino_swin-t-pretrain_zeroshot_flickr30k.py │ ├── grounding_dino_r50_scratch_8xb2_1x_coco.py │ ├── grounding_dino_swin-b_finetune_16xb2_1x_coco.py │ ├── grounding_dino_swin-b_pretrain_mixeddata.py │ ├── grounding_dino_swin-t_finetune_16xb2_1x_coco.py │ ├── grounding_dino_swin-t_finetune_8xb2_20e_cat.py │ ├── grounding_dino_swin-t_pretrain_obj365_goldg_cap4m.py │ ├── lvis │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_lvis.py │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_mini-lvis.py │ │ ├── grounding_dino_swin-t_pretrain_zeroshot_lvis.py │ │ └── grounding_dino_swin-t_pretrain_zeroshot_mini-lvis.py │ ├── metafile.yml │ ├── odinw │ │ ├── grounding_dino_swin-b_pretrain_odinw13.py │ │ ├── grounding_dino_swin-b_pretrain_odinw35.py │ │ ├── grounding_dino_swin-t_pretrain_odinw13.py │ │ ├── grounding_dino_swin-t_pretrain_odinw35.py │ │ └── override_category.py │ └── refcoco │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_refexp.py │ │ └── grounding_dino_swin-t_pretrain_zeroshot_refexp.py ├── guided_anchoring │ ├── README.md │ ├── ga-fast-rcnn_r50-caffe_fpn_1x_coco.py │ ├── ga-faster-rcnn_r101-caffe_fpn_1x_coco.py │ ├── ga-faster-rcnn_r50-caffe_fpn_1x_coco.py │ ├── ga-faster-rcnn_r50_fpn_1x_coco.py │ ├── ga-faster-rcnn_x101-32x4d_fpn_1x_coco.py │ ├── ga-faster-rcnn_x101-64x4d_fpn_1x_coco.py │ ├── ga-retinanet_r101-caffe_fpn_1x_coco.py │ ├── ga-retinanet_r101-caffe_fpn_ms-2x.py │ ├── ga-retinanet_r50-caffe_fpn_1x_coco.py │ ├── ga-retinanet_r50_fpn_1x_coco.py │ ├── ga-retinanet_x101-32x4d_fpn_1x_coco.py │ ├── ga-retinanet_x101-64x4d_fpn_1x_coco.py │ ├── ga-rpn_r101-caffe_fpn_1x_coco.py │ ├── ga-rpn_r50-caffe_fpn_1x_coco.py │ ├── ga-rpn_r50_fpn_1x_coco.py │ ├── ga-rpn_x101-32x4d_fpn_1x_coco.py │ ├── ga-rpn_x101-64x4d_fpn_1x_coco.py │ └── metafile.yml ├── hrnet │ ├── README.md │ ├── cascade-mask-rcnn_hrnetv2p-w18_20e_coco.py │ ├── cascade-mask-rcnn_hrnetv2p-w32_20e_coco.py │ ├── cascade-mask-rcnn_hrnetv2p-w40-20e_coco.py │ ├── cascade-rcnn_hrnetv2p-w18-20e_coco.py │ ├── cascade-rcnn_hrnetv2p-w32-20e_coco.py │ ├── cascade-rcnn_hrnetv2p-w40-20e_coco.py │ ├── faster-rcnn_hrnetv2p-w18-1x_coco.py │ ├── faster-rcnn_hrnetv2p-w18-2x_coco.py │ ├── faster-rcnn_hrnetv2p-w32-1x_coco.py │ ├── faster-rcnn_hrnetv2p-w32_2x_coco.py │ ├── faster-rcnn_hrnetv2p-w40-1x_coco.py │ ├── faster-rcnn_hrnetv2p-w40_2x_coco.py │ ├── fcos_hrnetv2p-w18-gn-head_4xb4-1x_coco.py │ ├── fcos_hrnetv2p-w18-gn-head_4xb4-2x_coco.py │ ├── fcos_hrnetv2p-w18-gn-head_ms-640-800-4xb4-2x_coco.py │ ├── fcos_hrnetv2p-w32-gn-head_4xb4-1x_coco.py │ ├── fcos_hrnetv2p-w32-gn-head_4xb4-2x_coco.py │ ├── fcos_hrnetv2p-w32-gn-head_ms-640-800-4xb4-2x_coco.py │ ├── fcos_hrnetv2p-w40-gn-head_ms-640-800-4xb4-2x_coco.py │ ├── htc_hrnetv2p-w18_20e_coco.py │ ├── htc_hrnetv2p-w32_20e_coco.py │ ├── htc_hrnetv2p-w40_20e_coco.py │ ├── htc_hrnetv2p-w40_28e_coco.py │ ├── htc_x101-64x4d_fpn_16xb1-28e_coco.py │ ├── mask-rcnn_hrnetv2p-w18-1x_coco.py │ ├── mask-rcnn_hrnetv2p-w18-2x_coco.py │ ├── mask-rcnn_hrnetv2p-w32-1x_coco.py │ ├── mask-rcnn_hrnetv2p-w32-2x_coco.py │ ├── mask-rcnn_hrnetv2p-w40-2x_coco.py │ ├── mask-rcnn_hrnetv2p-w40_1x_coco.py │ └── metafile.yml ├── htc │ ├── README.md │ ├── htc-without-semantic_r50_fpn_1x_coco.py │ ├── htc_r101_fpn_20e_coco.py │ ├── htc_r50_fpn_1x_coco.py │ ├── htc_r50_fpn_20e_coco.py │ ├── htc_x101-32x4d_fpn_16xb1-20e_coco.py │ ├── htc_x101-64x4d-dconv-c3-c5_fpn_ms-400-1400-16xb1-20e_coco.py │ ├── htc_x101-64x4d_fpn_16xb1-20e_coco.py │ └── metafile.yml ├── instaboost │ ├── README.md │ ├── cascade-mask-rcnn_r101_fpn_instaboost-4x_coco.py │ ├── cascade-mask-rcnn_r50_fpn_instaboost-4x_coco.py │ ├── cascade-mask-rcnn_x101-64x4d_fpn_instaboost-4x_coco.py │ ├── mask-rcnn_r101_fpn_instaboost-4x_coco.py │ ├── mask-rcnn_r50_fpn_instaboost-4x_coco.py │ ├── mask-rcnn_x101-64x4d_fpn_instaboost-4x_coco.py │ └── metafile.yml ├── lad │ ├── README.md │ ├── lad_r101-paa-r50_fpn_2xb8_coco_1x.py │ ├── lad_r50-paa-r101_fpn_2xb8_coco_1x.py │ └── metafile.yml ├── ld │ ├── README.md │ ├── ld_r101-gflv1-r101-dcn_fpn_2x_coco.py │ ├── ld_r18-gflv1-r101_fpn_1x_coco.py │ ├── ld_r34-gflv1-r101_fpn_1x_coco.py │ ├── ld_r50-gflv1-r101_fpn_1x_coco.py │ └── metafile.yml ├── legacy_1.x │ ├── README.md │ ├── cascade-mask-rcnn_r50_fpn_1x_coco_v1.py │ ├── faster-rcnn_r50_fpn_1x_coco_v1.py │ ├── mask-rcnn_r50_fpn_1x_coco_v1.py │ ├── retinanet_r50-caffe_fpn_1x_coco_v1.py │ ├── retinanet_r50_fpn_1x_coco_v1.py │ └── ssd300_coco_v1.py ├── libra_rcnn │ ├── README.md │ ├── libra-fast-rcnn_r50_fpn_1x_coco.py │ ├── libra-faster-rcnn_r101_fpn_1x_coco.py │ ├── libra-faster-rcnn_r50_fpn_1x_coco.py │ ├── libra-faster-rcnn_x101-64x4d_fpn_1x_coco.py │ ├── libra-retinanet_r50_fpn_1x_coco.py │ └── metafile.yml ├── lvis │ ├── README.md │ ├── mask-rcnn_r101_fpn_sample1e-3_ms-1x_lvis-v1.py │ ├── mask-rcnn_r101_fpn_sample1e-3_ms-2x_lvis-v0.5.py │ ├── mask-rcnn_r50_fpn_sample1e-3_ms-1x_lvis-v1.py │ ├── mask-rcnn_r50_fpn_sample1e-3_ms-2x_lvis-v0.5.py │ ├── mask-rcnn_x101-32x4d_fpn_sample1e-3_ms-1x_lvis-v1.py │ ├── mask-rcnn_x101-32x4d_fpn_sample1e-3_ms-2x_lvis-v0.5.py │ ├── mask-rcnn_x101-64x4d_fpn_sample1e-3_ms-1x_lvis-v1.py │ ├── mask-rcnn_x101-64x4d_fpn_sample1e-3_ms-2x_lvis-v0.5.py │ └── metafile.yml ├── mask2former │ ├── README.md │ ├── mask2former_r101_8xb2-lsj-50e_coco-panoptic.py │ ├── mask2former_r101_8xb2-lsj-50e_coco.py │ ├── mask2former_r50_8xb2-lsj-50e_coco-panoptic.py │ ├── mask2former_r50_8xb2-lsj-50e_coco.py │ ├── mask2former_swin-b-p4-w12-384-in21k_8xb2-lsj-50e_coco-panoptic.py │ ├── mask2former_swin-b-p4-w12-384_8xb2-lsj-50e_coco-panoptic.py │ ├── mask2former_swin-l-p4-w12-384-in21k_16xb1-lsj-100e_coco-panoptic.py │ ├── mask2former_swin-s-p4-w7-224_8xb2-lsj-50e_coco-panoptic.py │ ├── mask2former_swin-s-p4-w7-224_8xb2-lsj-50e_coco.py │ ├── mask2former_swin-t-p4-w7-224_8xb2-lsj-50e_coco-panoptic.py │ ├── mask2former_swin-t-p4-w7-224_8xb2-lsj-50e_coco.py │ └── metafile.yml ├── mask2former_vis │ ├── README.md │ ├── mask2former_r101_8xb2-8e_youtubevis2019.py │ ├── mask2former_r101_8xb2-8e_youtubevis2021.py │ ├── mask2former_r50_8xb2-8e_youtubevis2019.py │ ├── mask2former_r50_8xb2-8e_youtubevis2021.py │ ├── mask2former_swin-l-p4-w12-384-in21k_8xb2-8e_youtubevis2021.py │ └── metafile.yml ├── mask_rcnn │ ├── README.md │ ├── mask-rcnn_r101-caffe_fpn_1x_coco.py │ ├── mask-rcnn_r101-caffe_fpn_ms-poly-3x_coco.py │ ├── mask-rcnn_r101_fpn_1x_coco.py │ ├── mask-rcnn_r101_fpn_2x_coco.py │ ├── mask-rcnn_r101_fpn_8xb8-amp-lsj-200e_coco.py │ ├── mask-rcnn_r101_fpn_ms-poly-3x_coco.py │ ├── mask-rcnn_r18_fpn_8xb8-amp-lsj-200e_coco.py │ ├── mask-rcnn_r50-caffe-c4_1x_coco.py │ ├── mask-rcnn_r50-caffe_fpn_1x_coco.py │ ├── mask-rcnn_r50-caffe_fpn_ms-1x_coco.py │ ├── mask-rcnn_r50-caffe_fpn_ms-poly-1x_coco.py │ ├── mask-rcnn_r50-caffe_fpn_ms-poly-2x_coco.py │ ├── mask-rcnn_r50-caffe_fpn_ms-poly-3x_coco.py │ ├── mask-rcnn_r50-caffe_fpn_poly-1x_coco_v1.py │ ├── mask-rcnn_r50_fpn_1x-wandb_coco.py │ ├── mask-rcnn_r50_fpn_1x_coco.py │ ├── mask-rcnn_r50_fpn_2x_coco.py │ ├── mask-rcnn_r50_fpn_8xb8-amp-lsj-200e_coco.py │ ├── mask-rcnn_r50_fpn_amp-1x_coco.py │ ├── mask-rcnn_r50_fpn_ms-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_ms-poly-3x_coco.py │ ├── mask-rcnn_x101-32x8d_fpn_1x_coco.py │ ├── mask-rcnn_x101-32x8d_fpn_ms-poly-1x_coco.py │ ├── mask-rcnn_x101-32x8d_fpn_ms-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_ms-poly_3x_coco.py │ └── metafile.yml ├── maskformer │ ├── README.md │ ├── maskformer_r50_ms-16xb1-75e_coco.py │ ├── maskformer_swin-l-p4-w12_64xb1-ms-300e_coco.py │ └── metafile.yml ├── masktrack_rcnn │ ├── README.md │ ├── masktrack-rcnn_mask-rcnn_r101_fpn_8xb1-12e_youtubevis2019.py │ ├── masktrack-rcnn_mask-rcnn_r101_fpn_8xb1-12e_youtubevis2021.py │ ├── masktrack-rcnn_mask-rcnn_r50_fpn_8xb1-12e_youtubevis2019.py │ ├── masktrack-rcnn_mask-rcnn_r50_fpn_8xb1-12e_youtubevis2021.py │ ├── masktrack-rcnn_mask-rcnn_x101_fpn_8xb1-12e_youtubevis2019.py │ ├── masktrack-rcnn_mask-rcnn_x101_fpn_8xb1-12e_youtubevis2021.py │ └── metafile.yml ├── misc │ ├── d2_faster-rcnn_r50-caffe_fpn_ms-90k_coco.py │ ├── d2_mask-rcnn_r50-caffe_fpn_ms-90k_coco.py │ └── d2_retinanet_r50-caffe_fpn_ms-90k_coco.py ├── mm_grounding_dino │ ├── README.md │ ├── brain_tumor │ │ └── grounding_dino_swin-t_finetune_8xb4_50e_brain_tumor.py │ ├── cityscapes │ │ └── grounding_dino_swin-t_finetune_8xb4_50e_cityscapes.py │ ├── coco │ │ ├── grounding_dino_swin-t_finetune_16xb4_1x_coco.py │ │ ├── grounding_dino_swin-t_finetune_16xb4_1x_coco_48_17.py │ │ └── grounding_dino_swin-t_finetune_16xb4_1x_sft_coco.py │ ├── dataset_prepare.md │ ├── dataset_prepare_zh-CN.md │ ├── dod │ │ ├── grounding_dino_swin-t_pretrain_zeroshot_concat_dod.py │ │ └── grounding_dino_swin-t_pretrain_zeroshot_parallel_dod.py │ ├── flickr30k │ │ └── grounding_dino_swin-t-pretrain_flickr30k.py │ ├── grounding_dino_swin-b_pretrain_all.py │ ├── grounding_dino_swin-b_pretrain_obj365_goldg_v3det.py │ ├── grounding_dino_swin-l_pretrain_all.py │ ├── grounding_dino_swin-l_pretrain_obj365_goldg.py │ ├── grounding_dino_swin-t_finetune_8xb4_20e_cat.py │ ├── grounding_dino_swin-t_pretrain_obj365.py │ ├── grounding_dino_swin-t_pretrain_obj365_goldg.py │ ├── grounding_dino_swin-t_pretrain_obj365_goldg_grit9m.py │ ├── grounding_dino_swin-t_pretrain_obj365_goldg_grit9m_v3det.py │ ├── grounding_dino_swin-t_pretrain_obj365_goldg_v3det.py │ ├── grounding_dino_swin-t_pretrain_pseudo-labeling_cat.py │ ├── grounding_dino_swin-t_pretrain_pseudo-labeling_flickr30k.py │ ├── lvis │ │ ├── grounding_dino_swin-t_finetune_16xb4_1x_lvis.py │ │ ├── grounding_dino_swin-t_finetune_16xb4_1x_lvis_866_337.py │ │ ├── grounding_dino_swin-t_pretrain_zeroshot_lvis.py │ │ └── grounding_dino_swin-t_pretrain_zeroshot_mini-lvis.py │ ├── metafile.yml │ ├── odinw │ │ ├── grounding_dino_swin-t_pretrain_odinw13.py │ │ ├── grounding_dino_swin-t_pretrain_odinw35.py │ │ └── override_category.py │ ├── people_in_painting │ │ └── grounding_dino_swin-t_finetune_8xb4_50e_people_in_painting.py │ ├── refcoco │ │ ├── grounding_dino_swin-t_finetune_8xb4_5e_grefcoco.py │ │ ├── grounding_dino_swin-t_finetune_8xb4_5e_refcoco.py │ │ ├── grounding_dino_swin-t_finetune_8xb4_5e_refcoco_plus.py │ │ ├── grounding_dino_swin-t_finetune_8xb4_5e_refcocog.py │ │ └── grounding_dino_swin-t_pretrain_zeroshot_refexp.py │ ├── rtts │ │ └── grounding_dino_swin-t_finetune_8xb4_1x_rtts.py │ ├── ruod │ │ └── grounding_dino_swin-t_finetune_8xb4_1x_ruod.py │ ├── usage.md │ └── usage_zh-CN.md ├── 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 ├── nas_fcos │ ├── README.md │ ├── metafile.yml │ ├── nas-fcos_r50-caffe_fpn_fcoshead-gn-head_4xb4-1x_coco.py │ └── nas-fcos_r50-caffe_fpn_nashead-gn-head_4xb4-1x_coco.py ├── nas_fpn │ ├── README.md │ ├── metafile.yml │ ├── retinanet_r50_fpn_crop640-50e_coco.py │ └── retinanet_r50_nasfpn_crop640-50e_coco.py ├── objects365 │ ├── README.md │ ├── faster-rcnn_r50-syncbn_fpn_1350k_objects365v1.py │ ├── faster-rcnn_r50_fpn_16xb4-1x_objects365v1.py │ ├── faster-rcnn_r50_fpn_16xb4-1x_objects365v2.py │ ├── metafile.yml │ ├── retinanet_r50-syncbn_fpn_1350k_objects365v1.py │ ├── retinanet_r50_fpn_1x_objects365v1.py │ └── retinanet_r50_fpn_1x_objects365v2.py ├── ocsort │ ├── README.md │ ├── metafile.yml │ ├── ocsort_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ └── ocsort_yolox_x_8xb4-amp-80e_crowdhuman-mot20train_test-mot20test.py ├── openimages │ ├── README.md │ ├── faster-rcnn_r50_fpn_32xb2-1x_openimages-challenge.py │ ├── faster-rcnn_r50_fpn_32xb2-1x_openimages.py │ ├── faster-rcnn_r50_fpn_32xb2-cas-1x_openimages-challenge.py │ ├── faster-rcnn_r50_fpn_32xb2-cas-1x_openimages.py │ ├── metafile.yml │ ├── retinanet_r50_fpn_32xb2-1x_openimages.py │ └── ssd300_32xb8-36e_openimages.py ├── paa │ ├── README.md │ ├── metafile.yml │ ├── paa_r101_fpn_1x_coco.py │ ├── paa_r101_fpn_2x_coco.py │ ├── paa_r101_fpn_ms-3x_coco.py │ ├── paa_r50_fpn_1.5x_coco.py │ ├── paa_r50_fpn_1x_coco.py │ ├── paa_r50_fpn_2x_coco.py │ └── paa_r50_fpn_ms-3x_coco.py ├── pafpn │ ├── README.md │ ├── faster-rcnn_r50_pafpn_1x_coco.py │ └── metafile.yml ├── panoptic_fpn │ ├── README.md │ ├── metafile.yml │ ├── panoptic-fpn_r101_fpn_1x_coco.py │ ├── panoptic-fpn_r101_fpn_ms-3x_coco.py │ ├── panoptic-fpn_r50_fpn_1x_coco.py │ └── panoptic-fpn_r50_fpn_ms-3x_coco.py ├── pascal_voc │ ├── README.md │ ├── faster-rcnn_r50-caffe-c4_ms-18k_voc0712.py │ ├── faster-rcnn_r50_fpn_1x_voc0712-cocofmt.py │ ├── faster-rcnn_r50_fpn_1x_voc0712.py │ ├── retinanet_r50_fpn_1x_voc0712.py │ ├── ssd300_voc0712.py │ └── ssd512_voc0712.py ├── pisa │ ├── README.md │ ├── faster-rcnn_r50_fpn_pisa_1x_coco.py │ ├── faster-rcnn_x101-32x4d_fpn_pisa_1x_coco.py │ ├── mask-rcnn_r50_fpn_pisa_1x_coco.py │ ├── mask-rcnn_x101-32x4d_fpn_pisa_1x_coco.py │ ├── metafile.yml │ ├── retinanet-r50_fpn_pisa_1x_coco.py │ ├── retinanet_x101-32x4d_fpn_pisa_1x_coco.py │ ├── ssd300_pisa_coco.py │ └── ssd512_pisa_coco.py ├── point_rend │ ├── README.md │ ├── metafile.yml │ ├── point-rend_r50-caffe_fpn_ms-1x_coco.py │ └── point-rend_r50-caffe_fpn_ms-3x_coco.py ├── pvt │ ├── README.md │ ├── metafile.yml │ ├── retinanet_pvt-l_fpn_1x_coco.py │ ├── retinanet_pvt-m_fpn_1x_coco.py │ ├── retinanet_pvt-s_fpn_1x_coco.py │ ├── retinanet_pvt-t_fpn_1x_coco.py │ ├── retinanet_pvtv2-b0_fpn_1x_coco.py │ ├── retinanet_pvtv2-b1_fpn_1x_coco.py │ ├── retinanet_pvtv2-b2_fpn_1x_coco.py │ ├── retinanet_pvtv2-b3_fpn_1x_coco.py │ ├── retinanet_pvtv2-b4_fpn_1x_coco.py │ └── retinanet_pvtv2-b5_fpn_1x_coco.py ├── qdtrack │ ├── README.md │ ├── metafile.yml │ ├── qdtrack_faster-rcnn_r50_fpn_4e_base.py │ └── qdtrack_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py ├── queryinst │ ├── README.md │ ├── metafile.yml │ ├── queryinst_r101_fpn_300-proposals_crop-ms-480-800-3x_coco.py │ ├── queryinst_r101_fpn_ms-480-800-3x_coco.py │ ├── queryinst_r50_fpn_1x_coco.py │ ├── queryinst_r50_fpn_300-proposals_crop-ms-480-800-3x_coco.py │ └── queryinst_r50_fpn_ms-480-800-3x_coco.py ├── regnet │ ├── README.md │ ├── cascade-mask-rcnn_regnetx-1.6GF_fpn_ms-3x_coco.py │ ├── cascade-mask-rcnn_regnetx-3.2GF_fpn_ms-3x_coco.py │ ├── cascade-mask-rcnn_regnetx-400MF_fpn_ms-3x_coco.py │ ├── cascade-mask-rcnn_regnetx-4GF_fpn_ms-3x_coco.py │ ├── cascade-mask-rcnn_regnetx-800MF_fpn_ms-3x_coco.py │ ├── faster-rcnn_regnetx-1.6GF_fpn_ms-3x_coco.py │ ├── faster-rcnn_regnetx-3.2GF_fpn_1x_coco.py │ ├── faster-rcnn_regnetx-3.2GF_fpn_2x_coco.py │ ├── faster-rcnn_regnetx-3.2GF_fpn_ms-3x_coco.py │ ├── faster-rcnn_regnetx-400MF_fpn_ms-3x_coco.py │ ├── faster-rcnn_regnetx-4GF_fpn_ms-3x_coco.py │ ├── faster-rcnn_regnetx-800MF_fpn_ms-3x_coco.py │ ├── mask-rcnn_regnetx-1.6GF_fpn_ms-poly-3x_coco.py │ ├── mask-rcnn_regnetx-12GF_fpn_1x_coco.py │ ├── mask-rcnn_regnetx-3.2GF-mdconv-c3-c5_fpn_1x_coco.py │ ├── mask-rcnn_regnetx-3.2GF_fpn_1x_coco.py │ ├── mask-rcnn_regnetx-3.2GF_fpn_ms-3x_coco.py │ ├── mask-rcnn_regnetx-400MF_fpn_ms-poly-3x_coco.py │ ├── mask-rcnn_regnetx-4GF_fpn_1x_coco.py │ ├── mask-rcnn_regnetx-4GF_fpn_ms-poly-3x_coco.py │ ├── mask-rcnn_regnetx-6.4GF_fpn_1x_coco.py │ ├── mask-rcnn_regnetx-800MF_fpn_ms-poly-3x_coco.py │ ├── mask-rcnn_regnetx-8GF_fpn_1x_coco.py │ ├── metafile.yml │ ├── retinanet_regnetx-1.6GF_fpn_1x_coco.py │ ├── retinanet_regnetx-3.2GF_fpn_1x_coco.py │ └── retinanet_regnetx-800MF_fpn_1x_coco.py ├── reid │ ├── README.md │ ├── reid_r50_8xb32-6e_mot15train80_test-mot15val20.py │ ├── reid_r50_8xb32-6e_mot16train80_test-mot16val20.py │ ├── reid_r50_8xb32-6e_mot17train80_test-mot17val20.py │ └── reid_r50_8xb32-6e_mot20train80_test-mot20val20.py ├── reppoints │ ├── README.md │ ├── metafile.yml │ ├── reppoints-bbox_r50-center_fpn-gn_head-gn-grid_1x_coco.py │ ├── reppoints-bbox_r50_fpn-gn_head-gn-grid_1x_coco.py │ ├── reppoints-minmax_r50_fpn-gn_head-gn_1x_coco.py │ ├── reppoints-moment_r101-dconv-c3-c5_fpn-gn_head-gn_2x_coco.py │ ├── reppoints-moment_r101_fpn-gn_head-gn_2x_coco.py │ ├── reppoints-moment_r50_fpn-gn_head-gn_1x_coco.py │ ├── reppoints-moment_r50_fpn-gn_head-gn_2x_coco.py │ ├── reppoints-moment_r50_fpn_1x_coco.py │ ├── reppoints-moment_x101-dconv-c3-c5_fpn-gn_head-gn_2x_coco.py │ ├── reppoints-partial-minmax_r50_fpn-gn_head-gn_1x_coco.py │ └── reppoints.png ├── res2net │ ├── README.md │ ├── cascade-mask-rcnn_res2net-101_fpn_20e_coco.py │ ├── cascade-rcnn_res2net-101_fpn_20e_coco.py │ ├── faster-rcnn_res2net-101_fpn_2x_coco.py │ ├── htc_res2net-101_fpn_20e_coco.py │ ├── mask-rcnn_res2net-101_fpn_2x_coco.py │ └── metafile.yml ├── resnest │ ├── README.md │ ├── cascade-mask-rcnn_s101_fpn_syncbn-backbone+head_ms-1x_coco.py │ ├── cascade-mask-rcnn_s50_fpn_syncbn-backbone+head_ms-1x_coco.py │ ├── cascade-rcnn_s101_fpn_syncbn-backbone+head_ms-range-1x_coco.py │ ├── cascade-rcnn_s50_fpn_syncbn-backbone+head_ms-range-1x_coco.py │ ├── faster-rcnn_s101_fpn_syncbn-backbone+head_ms-range-1x_coco.py │ ├── faster-rcnn_s50_fpn_syncbn-backbone+head_ms-range-1x_coco.py │ ├── mask-rcnn_s101_fpn_syncbn-backbone+head_ms-1x_coco.py │ ├── mask-rcnn_s50_fpn_syncbn-backbone+head_ms-1x_coco.py │ └── metafile.yml ├── resnet_strikes_back │ ├── README.md │ ├── cascade-mask-rcnn_r50-rsb-pre_fpn_1x_coco.py │ ├── faster-rcnn_r50-rsb-pre_fpn_1x_coco.py │ ├── mask-rcnn_r50-rsb-pre_fpn_1x_coco.py │ ├── metafile.yml │ └── retinanet_r50-rsb-pre_fpn_1x_coco.py ├── retinanet │ ├── README.md │ ├── metafile.yml │ ├── retinanet_r101-caffe_fpn_1x_coco.py │ ├── retinanet_r101-caffe_fpn_ms-3x_coco.py │ ├── retinanet_r101_fpn_1x_coco.py │ ├── retinanet_r101_fpn_2x_coco.py │ ├── retinanet_r101_fpn_8xb8-amp-lsj-200e_coco.py │ ├── retinanet_r101_fpn_ms-640-800-3x_coco.py │ ├── retinanet_r18_fpn_1x_coco.py │ ├── retinanet_r18_fpn_1xb8-1x_coco.py │ ├── retinanet_r18_fpn_8xb8-amp-lsj-200e_coco.py │ ├── retinanet_r50-caffe_fpn_1x_coco.py │ ├── retinanet_r50-caffe_fpn_ms-1x_coco.py │ ├── retinanet_r50-caffe_fpn_ms-2x_coco.py │ ├── retinanet_r50-caffe_fpn_ms-3x_coco.py │ ├── retinanet_r50_fpn_1x_coco.py │ ├── retinanet_r50_fpn_2x_coco.py │ ├── retinanet_r50_fpn_8xb8-amp-lsj-200e_coco.py │ ├── retinanet_r50_fpn_90k_coco.py │ ├── retinanet_r50_fpn_amp-1x_coco.py │ ├── retinanet_r50_fpn_ms-640-800-3x_coco.py │ ├── retinanet_tta.py │ ├── retinanet_x101-32x4d_fpn_1x_coco.py │ ├── retinanet_x101-32x4d_fpn_2x_coco.py │ ├── retinanet_x101-64x4d_fpn_1x_coco.py │ ├── retinanet_x101-64x4d_fpn_2x_coco.py │ └── retinanet_x101-64x4d_fpn_ms-640-800-3x_coco.py ├── rpn │ ├── README.md │ ├── metafile.yml │ ├── rpn_r101-caffe_fpn_1x_coco.py │ ├── rpn_r101_fpn_1x_coco.py │ ├── rpn_r101_fpn_2x_coco.py │ ├── rpn_r50-caffe-c4_1x_coco.py │ ├── rpn_r50-caffe_fpn_1x_coco.py │ ├── rpn_r50_fpn_1x_coco.py │ ├── rpn_r50_fpn_2x_coco.py │ ├── rpn_x101-32x4d_fpn_1x_coco.py │ ├── rpn_x101-32x4d_fpn_2x_coco.py │ ├── rpn_x101-64x4d_fpn_1x_coco.py │ └── rpn_x101-64x4d_fpn_2x_coco.py ├── rtmdet │ ├── README.md │ ├── classification │ │ ├── README.md │ │ ├── cspnext-l_8xb256-rsb-a1-600e_in1k.py │ │ ├── cspnext-m_8xb256-rsb-a1-600e_in1k.py │ │ ├── cspnext-s_8xb256-rsb-a1-600e_in1k.py │ │ ├── cspnext-tiny_8xb256-rsb-a1-600e_in1k.py │ │ └── cspnext-x_8xb256-rsb-a1-600e_in1k.py │ ├── metafile.yml │ ├── rtmdet-ins_l_8xb32-300e_coco.py │ ├── rtmdet-ins_m_8xb32-300e_coco.py │ ├── rtmdet-ins_s_8xb32-300e_coco.py │ ├── rtmdet-ins_tiny_8xb32-300e_coco.py │ ├── rtmdet-ins_x_8xb16-300e_coco.py │ ├── rtmdet_l_8xb32-300e_coco.py │ ├── rtmdet_l_convnext_b_4xb32-100e_coco.py │ ├── rtmdet_l_swin_b_4xb32-100e_coco.py │ ├── rtmdet_l_swin_b_p6_4xb16-100e_coco.py │ ├── rtmdet_m_8xb32-300e_coco.py │ ├── rtmdet_s_8xb32-300e_coco.py │ ├── rtmdet_tiny_8xb32-300e_coco.py │ ├── rtmdet_tta.py │ ├── rtmdet_x_8xb32-300e_coco.py │ └── rtmdet_x_p6_4xb8-300e_coco.py ├── sabl │ ├── README.md │ ├── metafile.yml │ ├── sabl-cascade-rcnn_r101_fpn_1x_coco.py │ ├── sabl-cascade-rcnn_r50_fpn_1x_coco.py │ ├── sabl-faster-rcnn_r101_fpn_1x_coco.py │ ├── sabl-faster-rcnn_r50_fpn_1x_coco.py │ ├── sabl-retinanet_r101-gn_fpn_1x_coco.py │ ├── sabl-retinanet_r101-gn_fpn_ms-480-960-2x_coco.py │ ├── sabl-retinanet_r101-gn_fpn_ms-640-800-2x_coco.py │ ├── sabl-retinanet_r101_fpn_1x_coco.py │ ├── sabl-retinanet_r50-gn_fpn_1x_coco.py │ └── sabl-retinanet_r50_fpn_1x_coco.py ├── scnet │ ├── README.md │ ├── metafile.yml │ ├── scnet_r101_fpn_20e_coco.py │ ├── scnet_r50_fpn_1x_coco.py │ ├── scnet_r50_fpn_20e_coco.py │ ├── scnet_x101-64x4d_fpn_20e_coco.py │ └── scnet_x101-64x4d_fpn_8xb1-20e_coco.py ├── scratch │ ├── README.md │ ├── faster-rcnn_r50-scratch_fpn_gn-all_6x_coco.py │ ├── mask-rcnn_r50-scratch_fpn_gn-all_6x_coco.py │ └── metafile.yml ├── seesaw_loss │ ├── README.md │ ├── cascade-mask-rcnn_r101_fpn_seesaw-loss-normed-mask_random-ms-2x_lvis-v1.py │ ├── cascade-mask-rcnn_r101_fpn_seesaw-loss-normed-mask_sample1e-3-ms-2x_lvis-v1.py │ ├── cascade-mask-rcnn_r101_fpn_seesaw-loss_random-ms-2x_lvis-v1.py │ ├── cascade-mask-rcnn_r101_fpn_seesaw-loss_sample1e-3-ms-2x_lvis-v1.py │ ├── mask-rcnn_r101_fpn_seesaw-loss-normed-mask_random-ms-2x_lvis-v1.py │ ├── mask-rcnn_r101_fpn_seesaw-loss-normed-mask_sample1e-3-ms-2x_lvis-v1.py │ ├── mask-rcnn_r101_fpn_seesaw-loss_random-ms-2x_lvis-v1.py │ ├── mask-rcnn_r101_fpn_seesaw-loss_sample1e-3-ms-2x_lvis-v1.py │ ├── mask-rcnn_r50_fpn_seesaw-loss-normed-mask_random-ms-2x_lvis-v1.py │ ├── mask-rcnn_r50_fpn_seesaw-loss-normed-mask_sample1e-3-ms-2x_lvis-v1.py │ ├── mask-rcnn_r50_fpn_seesaw-loss_random-ms-2x_lvis-v1.py │ ├── mask-rcnn_r50_fpn_seesaw-loss_sample1e-3-ms-2x_lvis-v1.py │ └── metafile.yml ├── selfsup_pretrain │ ├── README.md │ ├── mask-rcnn_r50-mocov2-pre_fpn_1x_coco.py │ ├── mask-rcnn_r50-mocov2-pre_fpn_ms-2x_coco.py │ ├── mask-rcnn_r50-swav-pre_fpn_1x_coco.py │ └── mask-rcnn_r50-swav-pre_fpn_ms-2x_coco.py ├── simple_copy_paste │ ├── README.md │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_32xb2-ssj-270k_coco.py │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_32xb2-ssj-90k_coco.py │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_32xb2-ssj-scp-270k_coco.py │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_32xb2-ssj-scp-90k_coco.py │ └── metafile.yml ├── soft_teacher │ ├── README.md │ ├── metafile.yml │ ├── soft-teacher_faster-rcnn_r50-caffe_fpn_180k_semi-0.01-coco.py │ ├── soft-teacher_faster-rcnn_r50-caffe_fpn_180k_semi-0.02-coco.py │ ├── soft-teacher_faster-rcnn_r50-caffe_fpn_180k_semi-0.05-coco.py │ └── soft-teacher_faster-rcnn_r50-caffe_fpn_180k_semi-0.1-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_r101_fpn_8xb8-lsj-200e_coco.py │ ├── solo_r18_fpn_8xb8-lsj-200e_coco.py │ ├── solo_r50_fpn_1x_coco.py │ ├── solo_r50_fpn_3x_coco.py │ └── solo_r50_fpn_8xb8-lsj-200e_coco.py ├── solov2 │ ├── README.md │ ├── metafile.yml │ ├── solov2-light_r18_fpn_ms-3x_coco.py │ ├── solov2-light_r34_fpn_ms-3x_coco.py │ ├── solov2-light_r50-dcn_fpn_ms-3x_coco.py │ ├── solov2-light_r50_fpn_ms-3x_coco.py │ ├── solov2_r101-dcn_fpn_ms-3x_coco.py │ ├── solov2_r101_fpn_ms-3x_coco.py │ ├── solov2_r50_fpn_1x_coco.py │ ├── solov2_r50_fpn_ms-3x_coco.py │ └── solov2_x101-dcn_fpn_ms-3x_coco.py ├── sort │ ├── README.md │ ├── faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py │ ├── faster-rcnn_r50_fpn_8xb2-4e_mot17train_test-mot17train.py │ ├── faster-rcnn_r50_fpn_8xb2-8e_mot20halftrain_test-mot20halfval.py │ ├── faster-rcnn_r50_fpn_8xb2-8e_mot20train_test-mot20train.py │ ├── metafile.yml │ ├── sort_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py │ └── sort_faster-rcnn_r50_fpn_8xb2-4e_mot17train_test-mot17test.py ├── sparse_rcnn │ ├── README.md │ ├── metafile.yml │ ├── sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco.py │ ├── sparse-rcnn_r101_fpn_ms-480-800-3x_coco.py │ ├── sparse-rcnn_r50_fpn_1x_coco.py │ ├── sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco.py │ └── sparse-rcnn_r50_fpn_ms-480-800-3x_coco.py ├── ssd │ ├── README.md │ ├── metafile.yml │ ├── ssd300_coco.py │ ├── ssd512_coco.py │ └── ssdlite_mobilenetv2-scratch_8xb24-600e_coco.py ├── strong_baselines │ ├── README.md │ ├── mask-rcnn_r50-caffe_fpn_rpn-2conv_4conv1fc_syncbn-all_amp-lsj-100e_coco.py │ ├── mask-rcnn_r50-caffe_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-100e_coco.py │ ├── mask-rcnn_r50-caffe_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-400e_coco.py │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_amp-lsj-100e_coco.py │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-100e_coco.py │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-50e_coco.py │ └── metafile.yml ├── strongsort │ ├── README.md │ ├── metafile.yml │ ├── strongsort_yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ ├── strongsort_yolox_x_8xb4-80e_crowdhuman-mot20train_test-mot20test.py │ ├── yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ └── yolox_x_8xb4-80e_crowdhuman-mot20train_test-mot20test.py ├── swin │ ├── README.md │ ├── mask-rcnn_swin-s-p4-w7_fpn_amp-ms-crop-3x_coco.py │ ├── mask-rcnn_swin-t-p4-w7_fpn_1x_coco.py │ ├── mask-rcnn_swin-t-p4-w7_fpn_amp-ms-crop-3x_coco.py │ ├── mask-rcnn_swin-t-p4-w7_fpn_ms-crop-3x_coco.py │ ├── metafile.yml │ └── retinanet_swin-t-p4-w7_fpn_1x_coco.py ├── timm_example │ ├── README.md │ ├── retinanet_timm-efficientnet-b1_fpn_1x_coco.py │ └── retinanet_timm-tv-resnet50_fpn_1x_coco.py ├── tood │ ├── README.md │ ├── metafile.yml │ ├── tood_r101-dconv-c3-c5_fpn_ms-2x_coco.py │ ├── tood_r101_fpn_ms-2x_coco.py │ ├── tood_r50_fpn_1x_coco.py │ ├── tood_r50_fpn_anchor-based_1x_coco.py │ ├── tood_r50_fpn_ms-2x_coco.py │ ├── tood_x101-64x4d-dconv-c4-c5_fpn_ms-2x_coco.py │ └── tood_x101-64x4d_fpn_ms-2x_coco.py ├── tridentnet │ ├── README.md │ ├── metafile.yml │ ├── tridentnet_r50-caffe_1x_coco.py │ ├── tridentnet_r50-caffe_ms-1x_coco.py │ └── tridentnet_r50-caffe_ms-3x_coco.py ├── v3det │ ├── README.md │ ├── cascade_rcnn_r50_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ ├── cascade_rcnn_swinb_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ ├── deformable-detr-refine-twostage_r50_8xb4_sample1e-3_v3det_50e.py │ ├── deformable-detr-refine-twostage_swin_16xb2_sample1e-3_v3det_50e.py │ ├── dino-4scale_r50_8xb2_sample1e-3_v3det_36e.py │ ├── dino-4scale_swin_16xb1_sample1e-3_v3det_36e.py │ ├── faster_rcnn_r50_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ ├── faster_rcnn_swinb_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ ├── fcos_r50_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ ├── fcos_swinb_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ └── v3det_icon.jpg ├── vfnet │ ├── README.md │ ├── metafile.yml │ ├── vfnet_r101-mdconv-c3-c5_fpn_ms-2x_coco.py │ ├── vfnet_r101_fpn_1x_coco.py │ ├── vfnet_r101_fpn_2x_coco.py │ ├── vfnet_r101_fpn_ms-2x_coco.py │ ├── vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco.py │ ├── vfnet_r50_fpn_1x_coco.py │ ├── vfnet_r50_fpn_ms-2x_coco.py │ ├── vfnet_res2net-101_fpn_ms-2x_coco.py │ ├── vfnet_res2net101-mdconv-c3-c5_fpn_ms-2x_coco.py │ ├── vfnet_x101-32x4d-mdconv-c3-c5_fpn_ms-2x_coco.py │ ├── vfnet_x101-32x4d_fpn_ms-2x_coco.py │ ├── vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco.py │ └── vfnet_x101-64x4d_fpn_ms-2x_coco.py ├── wider_face │ ├── README.md │ ├── retinanet_r50_fpn_1x_widerface.py │ └── ssd300_8xb32-24e_widerface.py ├── yolact │ ├── README.md │ ├── metafile.yml │ ├── yolact_r101_1xb8-55e_coco.py │ ├── yolact_r50_1xb8-55e_coco.py │ └── yolact_r50_8xb8-55e_coco.py ├── yolo │ ├── README.md │ ├── metafile.yml │ ├── yolov3_d53_8xb8-320-273e_coco.py │ ├── yolov3_d53_8xb8-amp-ms-608-273e_coco.py │ ├── yolov3_d53_8xb8-ms-416-273e_coco.py │ ├── yolov3_d53_8xb8-ms-608-273e_coco.py │ ├── yolov3_mobilenetv2_8xb24-320-300e_coco.py │ └── yolov3_mobilenetv2_8xb24-ms-416-300e_coco.py ├── yolof │ ├── README.md │ ├── metafile.yml │ ├── yolof_r50-c5_8xb8-1x_coco.py │ └── yolof_r50-c5_8xb8-iter-1x_coco.py └── yolox │ ├── README.md │ ├── metafile.yml │ ├── yolox_l_8xb8-300e_coco.py │ ├── yolox_m_8xb8-300e_coco.py │ ├── yolox_nano_8xb8-300e_coco.py │ ├── yolox_s_8xb8-300e_coco.py │ ├── yolox_tiny_8xb8-300e_coco.py │ ├── yolox_tta.py │ └── yolox_x_8xb8-300e_coco.py ├── demo ├── MMDet_InstanceSeg_Tutorial.ipynb ├── MMDet_Tutorial.ipynb ├── create_result_gif.py ├── demo.jpg ├── demo.mp4 ├── demo_mot.mp4 ├── demo_multi_model.py ├── image_demo.py ├── inference_demo.ipynb ├── large_image.jpg ├── large_image_demo.py ├── mot_demo.py ├── video_demo.py ├── video_gpuaccel_demo.py └── webcam_demo.py ├── mmdet ├── .mim │ ├── configs │ │ ├── _base_ │ │ │ ├── datasets │ │ │ │ ├── ade20k_instance.py │ │ │ │ ├── ade20k_panoptic.py │ │ │ │ ├── ade20k_semantic.py │ │ │ │ ├── cityscapes_detection.py │ │ │ │ ├── cityscapes_instance.py │ │ │ │ ├── coco_caption.py │ │ │ │ ├── coco_detection.py │ │ │ │ ├── coco_instance.py │ │ │ │ ├── coco_instance_semantic.py │ │ │ │ ├── coco_panoptic.py │ │ │ │ ├── coco_semantic.py │ │ │ │ ├── deepfashion.py │ │ │ │ ├── dsdl.py │ │ │ │ ├── isaid_instance.py │ │ │ │ ├── lvis_v0.5_instance.py │ │ │ │ ├── lvis_v1_instance.py │ │ │ │ ├── mot_challenge.py │ │ │ │ ├── mot_challenge_det.py │ │ │ │ ├── mot_challenge_reid.py │ │ │ │ ├── objects365v1_detection.py │ │ │ │ ├── objects365v2_detection.py │ │ │ │ ├── openimages_detection.py │ │ │ │ ├── refcoco+.py │ │ │ │ ├── refcoco.py │ │ │ │ ├── refcocog.py │ │ │ │ ├── semi_coco_detection.py │ │ │ │ ├── v3det.py │ │ │ │ ├── voc0712.py │ │ │ │ ├── wider_face.py │ │ │ │ └── youtube_vis.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 │ │ ├── albu_example │ │ │ ├── README.md │ │ │ ├── mask-rcnn_r50_fpn_albu-1x_coco.py │ │ │ └── metafile.yml │ │ ├── atss │ │ │ ├── README.md │ │ │ ├── atss_r101_fpn_1x_coco.py │ │ │ ├── atss_r101_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── atss_r18_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── atss_r50_fpn_1x_coco.py │ │ │ ├── atss_r50_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ └── metafile.yml │ │ ├── autoassign │ │ │ ├── README.md │ │ │ ├── autoassign_r50-caffe_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── boxinst │ │ │ ├── README.md │ │ │ ├── boxinst_r101_fpn_ms-90k_coco.py │ │ │ ├── boxinst_r50_fpn_ms-90k_coco.py │ │ │ └── metafile.yml │ │ ├── bytetrack │ │ │ ├── README.md │ │ │ ├── bytetrack_yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ │ │ ├── bytetrack_yolox_x_8xb4-80e_crowdhuman-mot20train_test-mot20test.py │ │ │ ├── bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ │ │ ├── bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17test.py │ │ │ ├── bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot20train_test-mot20test.py │ │ │ ├── metafile.yml │ │ │ └── yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ │ ├── carafe │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50_fpn-carafe_1x_coco.py │ │ │ ├── mask-rcnn_r50_fpn-carafe_1x_coco.py │ │ │ └── metafile.yml │ │ ├── cascade_rcnn │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_r101-caffe_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_r101-caffe_fpn_ms-3x_coco.py │ │ │ ├── cascade-mask-rcnn_r101_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_r101_fpn_20e_coco.py │ │ │ ├── cascade-mask-rcnn_r101_fpn_ms-3x_coco.py │ │ │ ├── cascade-mask-rcnn_r50-caffe_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_r50-caffe_fpn_ms-3x_coco.py │ │ │ ├── cascade-mask-rcnn_r50_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_r50_fpn_20e_coco.py │ │ │ ├── cascade-mask-rcnn_r50_fpn_ms-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_ms-3x_coco.py │ │ │ ├── cascade-mask-rcnn_x101-32x8d_fpn_ms-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_ms-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_r101_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── cascade-rcnn_r18_fpn_8xb8-amp-lsj-200e_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_r50_fpn_8xb8-amp-lsj-200e_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 │ │ ├── cascade_rpn │ │ │ ├── README.md │ │ │ ├── cascade-rpn_fast-rcnn_r50-caffe_fpn_1x_coco.py │ │ │ ├── cascade-rpn_faster-rcnn_r50-caffe_fpn_1x_coco.py │ │ │ ├── cascade-rpn_r50-caffe_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── centernet │ │ │ ├── README.md │ │ │ ├── centernet-update_r101_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── centernet-update_r18_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── centernet-update_r50-caffe_fpn_ms-1x_coco.py │ │ │ ├── centernet-update_r50_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── centernet_r18-dcnv2_8xb16-crop512-140e_coco.py │ │ │ ├── centernet_r18_8xb16-crop512-140e_coco.py │ │ │ ├── centernet_tta.py │ │ │ └── metafile.yml │ │ ├── centripetalnet │ │ │ ├── README.md │ │ │ ├── centripetalnet_hourglass104_16xb6-crop511-210e-mstest_coco.py │ │ │ └── metafile.yml │ │ ├── cityscapes │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50_fpn_1x_cityscapes.py │ │ │ └── mask-rcnn_r50_fpn_1x_cityscapes.py │ │ ├── common │ │ │ ├── lsj-100e_coco-detection.py │ │ │ ├── lsj-100e_coco-instance.py │ │ │ ├── lsj-200e_coco-detection.py │ │ │ ├── lsj-200e_coco-instance.py │ │ │ ├── ms-90k_coco.py │ │ │ ├── ms-poly-90k_coco-instance.py │ │ │ ├── ms-poly_3x_coco-instance.py │ │ │ ├── ms_3x_coco-instance.py │ │ │ ├── ms_3x_coco.py │ │ │ ├── ssj_270k_coco-instance.py │ │ │ └── ssj_scp_270k_coco-instance.py │ │ ├── condinst │ │ │ ├── README.md │ │ │ ├── condinst_r50_fpn_ms-poly-90k_coco_instance.py │ │ │ └── metafile.yml │ │ ├── conditional_detr │ │ │ ├── README.md │ │ │ ├── conditional-detr_r50_8xb2-50e_coco.py │ │ │ └── metafile.yml │ │ ├── convnext │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_convnext-s-p4-w7_fpn_4conv1fc-giou_amp-ms-crop-3x_coco.py │ │ │ ├── cascade-mask-rcnn_convnext-t-p4-w7_fpn_4conv1fc-giou_amp-ms-crop-3x_coco.py │ │ │ ├── mask-rcnn_convnext-t-p4-w7_fpn_amp-ms-crop-3x_coco.py │ │ │ └── metafile.yml │ │ ├── cornernet │ │ │ ├── README.md │ │ │ ├── cornernet_hourglass104_10xb5-crop511-210e-mstest_coco.py │ │ │ ├── cornernet_hourglass104_32xb3-210e-mstest_coco.py │ │ │ ├── cornernet_hourglass104_8xb6-210e-mstest_coco.py │ │ │ └── metafile.yml │ │ ├── crowddet │ │ │ ├── README.md │ │ │ ├── crowddet-rcnn_r50_fpn_8xb2-30e_crowdhuman.py │ │ │ ├── crowddet-rcnn_refine_r50_fpn_8xb2-30e_crowdhuman.py │ │ │ └── metafile.yml │ │ ├── dab_detr │ │ │ ├── README.md │ │ │ ├── dab-detr_r50_8xb2-50e_coco.py │ │ │ └── metafile.yml │ │ ├── dcn │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_r101-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_r50-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_x101-32x4d-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-rcnn_r101-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-rcnn_r50-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r101-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_dpool_1x_coco.py │ │ │ ├── faster-rcnn_x101-32x4d-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r101-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-dconv-c3-c5_fpn_amp-1x_coco.py │ │ │ └── metafile.yml │ │ ├── dcnv2 │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50-mdconv-c3-c5_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50-mdconv-group4-c3-c5_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_mdpool_1x_coco.py │ │ │ ├── mask-rcnn_r50-mdconv-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-mdconv-c3-c5_fpn_amp-1x_coco.py │ │ │ └── metafile.yml │ │ ├── ddod │ │ │ ├── README.md │ │ │ ├── ddod_r50_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── ddq │ │ │ ├── README.md │ │ │ ├── ddq-detr-4scale_r50_8xb2-12e_coco.py │ │ │ ├── ddq-detr-4scale_swinl_8xb2-30e_coco.py │ │ │ ├── ddq-detr-5scale_r50_8xb2-12e_coco.py │ │ │ └── metafile.yml │ │ ├── deepfashion │ │ │ ├── README.md │ │ │ └── mask-rcnn_r50_fpn_15e_deepfashion.py │ │ ├── deepsort │ │ │ ├── README.md │ │ │ ├── deepsort_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py │ │ │ ├── deepsort_faster-rcnn_r50_fpn_8xb2-4e_mot17train_test-mot17test.py │ │ │ └── metafile.yml │ │ ├── deformable_detr │ │ │ ├── README.md │ │ │ ├── deformable-detr-refine-twostage_r50_16xb2-50e_coco.py │ │ │ ├── deformable-detr-refine_r50_16xb2-50e_coco.py │ │ │ ├── deformable-detr_r50_16xb2-50e_coco.py │ │ │ └── metafile.yml │ │ ├── detectors │ │ │ ├── README.md │ │ │ ├── cascade-rcnn_r50-rfp_1x_coco.py │ │ │ ├── cascade-rcnn_r50-sac_1x_coco.py │ │ │ ├── detectors_cascade-rcnn_r50_1x_coco.py │ │ │ ├── detectors_htc-r101_20e_coco.py │ │ │ ├── detectors_htc-r50_1x_coco.py │ │ │ ├── htc_r50-rfp_1x_coco.py │ │ │ ├── htc_r50-sac_1x_coco.py │ │ │ └── metafile.yml │ │ ├── detr │ │ │ ├── README.md │ │ │ ├── detr_r101_8xb2-500e_coco.py │ │ │ ├── detr_r18_8xb2-500e_coco.py │ │ │ ├── detr_r50_8xb2-150e_coco.py │ │ │ ├── detr_r50_8xb2-500e_coco.py │ │ │ └── metafile.yml │ │ ├── dino │ │ │ ├── README.md │ │ │ ├── dino-4scale_r50_8xb2-12e_coco.py │ │ │ ├── dino-4scale_r50_8xb2-24e_coco.py │ │ │ ├── dino-4scale_r50_8xb2-36e_coco.py │ │ │ ├── dino-4scale_r50_improved_8xb2-12e_coco.py │ │ │ ├── dino-5scale_swin-l_8xb2-12e_coco.py │ │ │ ├── dino-5scale_swin-l_8xb2-36e_coco.py │ │ │ └── metafile.yml │ │ ├── double_heads │ │ │ ├── README.md │ │ │ ├── dh-faster-rcnn_r50_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── dsdl │ │ │ ├── README.md │ │ │ ├── coco.py │ │ │ ├── coco_instance.py │ │ │ ├── objects365v2.py │ │ │ ├── openimagesv6.py │ │ │ ├── voc07.py │ │ │ └── voc0712.py │ │ ├── dyhead │ │ │ ├── README.md │ │ │ ├── atss_r50-caffe_fpn_dyhead_1x_coco.py │ │ │ ├── atss_r50_fpn_dyhead_1x_coco.py │ │ │ ├── atss_swin-l-p4-w12_fpn_dyhead_ms-2x_coco.py │ │ │ └── metafile.yml │ │ ├── dynamic_rcnn │ │ │ ├── README.md │ │ │ ├── dynamic-rcnn_r50_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── efficientnet │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ └── retinanet_effb3_fpn_8xb4-crop896-1x_coco.py │ │ ├── empirical_attention │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50-attn0010-dcn_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50-attn0010_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50-attn1111-dcn_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50-attn1111_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── fast_rcnn │ │ │ ├── README.md │ │ │ ├── fast-rcnn_r101-caffe_fpn_1x_coco.py │ │ │ ├── fast-rcnn_r101_fpn_1x_coco.py │ │ │ ├── fast-rcnn_r101_fpn_2x_coco.py │ │ │ ├── fast-rcnn_r50-caffe_fpn_1x_coco.py │ │ │ ├── fast-rcnn_r50_fpn_1x_coco.py │ │ │ └── fast-rcnn_r50_fpn_2x_coco.py │ │ ├── faster_rcnn │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r101-caffe_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r101-caffe_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_r101_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r101_fpn_2x_coco.py │ │ │ ├── faster-rcnn_r101_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── faster-rcnn_r101_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_r18_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── faster-rcnn_r50-caffe-c4_ms-1x_coco.py │ │ │ ├── faster-rcnn_r50-caffe-dc5_1x_coco.py │ │ │ ├── faster-rcnn_r50-caffe-dc5_ms-1x_coco.py │ │ │ ├── faster-rcnn_r50-caffe-dc5_ms-3x_coco.py │ │ │ ├── faster-rcnn_r50-caffe_c4-1x_coco.py │ │ │ ├── faster-rcnn_r50-caffe_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50-caffe_fpn_90k_coco.py │ │ │ ├── faster-rcnn_r50-caffe_fpn_ms-1x_coco-person-bicycle-car.py │ │ │ ├── faster-rcnn_r50-caffe_fpn_ms-1x_coco-person.py │ │ │ ├── faster-rcnn_r50-caffe_fpn_ms-1x_coco.py │ │ │ ├── faster-rcnn_r50-caffe_fpn_ms-2x_coco.py │ │ │ ├── faster-rcnn_r50-caffe_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_r50-caffe_fpn_ms-90k_coco.py │ │ │ ├── faster-rcnn_r50-tnr-pre_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_2x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── faster-rcnn_r50_fpn_amp-1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_bounded-iou_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_ciou_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_fcos-rpn_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_giou_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_iou_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_ohem_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_soft-nms_1x_coco.py │ │ │ ├── faster-rcnn_x101-32x4d_fpn_1x_coco.py │ │ │ ├── faster-rcnn_x101-32x4d_fpn_2x_coco.py │ │ │ ├── faster-rcnn_x101-32x4d_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_x101-32x8d_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_x101-64x4d_fpn_1x_coco.py │ │ │ ├── faster-rcnn_x101-64x4d_fpn_2x_coco.py │ │ │ ├── faster-rcnn_x101-64x4d_fpn_ms-3x_coco.py │ │ │ └── metafile.yml │ │ ├── fcos │ │ │ ├── README.md │ │ │ ├── fcos_r101-caffe_fpn_gn-head-1x_coco.py │ │ │ ├── fcos_r101-caffe_fpn_gn-head_ms-640-800-2x_coco.py │ │ │ ├── fcos_r101_fpn_gn-head-center-normbbox-centeronreg-giou_8xb8-amp-lsj-200e_coco.py │ │ │ ├── fcos_r18_fpn_gn-head-center-normbbox-centeronreg-giou_8xb8-amp-lsj-200e_coco.py │ │ │ ├── fcos_r50-caffe_fpn_gn-head-center-normbbox-centeronreg-giou_1x_coco.py │ │ │ ├── fcos_r50-caffe_fpn_gn-head-center_1x_coco.py │ │ │ ├── fcos_r50-caffe_fpn_gn-head_1x_coco.py │ │ │ ├── fcos_r50-caffe_fpn_gn-head_4xb4-1x_coco.py │ │ │ ├── fcos_r50-caffe_fpn_gn-head_ms-640-800-2x_coco.py │ │ │ ├── fcos_r50-dcn-caffe_fpn_gn-head-center-normbbox-centeronreg-giou_1x_coco.py │ │ │ ├── fcos_r50_fpn_gn-head-center-normbbox-centeronreg-giou_8xb8-amp-lsj-200e_coco.py │ │ │ ├── fcos_x101-64x4d_fpn_gn-head_ms-640-800-2x_coco.py │ │ │ └── metafile.yml │ │ ├── foveabox │ │ │ ├── README.md │ │ │ ├── fovea_r101_fpn_4xb4-1x_coco.py │ │ │ ├── fovea_r101_fpn_4xb4-2x_coco.py │ │ │ ├── fovea_r101_fpn_gn-head-align_4xb4-2x_coco.py │ │ │ ├── fovea_r101_fpn_gn-head-align_ms-640-800-4xb4-2x_coco.py │ │ │ ├── fovea_r50_fpn_4xb4-1x_coco.py │ │ │ ├── fovea_r50_fpn_4xb4-2x_coco.py │ │ │ ├── fovea_r50_fpn_gn-head-align_4xb4-2x_coco.py │ │ │ ├── fovea_r50_fpn_gn-head-align_ms-640-800-4xb4-2x_coco.py │ │ │ └── metafile.yml │ │ ├── fpg │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50_fpg-chn128_crop640-50e_coco.py │ │ │ ├── faster-rcnn_r50_fpg_crop640-50e_coco.py │ │ │ ├── faster-rcnn_r50_fpn_crop640-50e_coco.py │ │ │ ├── mask-rcnn_r50_fpg-chn128_crop640-50e_coco.py │ │ │ ├── mask-rcnn_r50_fpg_crop640-50e_coco.py │ │ │ ├── mask-rcnn_r50_fpn_crop640-50e_coco.py │ │ │ ├── metafile.yml │ │ │ ├── retinanet_r50_fpg-chn128_crop640_50e_coco.py │ │ │ └── retinanet_r50_fpg_crop640_50e_coco.py │ │ ├── free_anchor │ │ │ ├── README.md │ │ │ ├── freeanchor_r101_fpn_1x_coco.py │ │ │ ├── freeanchor_r50_fpn_1x_coco.py │ │ │ ├── freeanchor_x101-32x4d_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── fsaf │ │ │ ├── README.md │ │ │ ├── fsaf_r101_fpn_1x_coco.py │ │ │ ├── fsaf_r50_fpn_1x_coco.py │ │ │ ├── fsaf_x101-64x4d_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── gcnet │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5-r16-gcb-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5-r4-gcb-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-dconv-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-r16-gcb-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_x101-32x4d-syncbn-r4-gcb-c3-c5_fpn_1x_coco.py │ │ │ ├── cascade-mask-rcnn_x101-32x4d-syncbn_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r101-gcb-r16-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r101-gcb-r4-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r101-syncbn-gcb-r16-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r101-syncbn-gcb-r4-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r101-syncbn_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-gcb-r16-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-gcb-r4-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-syncbn-gcb-r16-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-syncbn-gcb-r4-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-syncbn_fpn_1x_coco.py │ │ │ ├── mask-rcnn_x101-32x4d-syncbn-gcb-r16-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_x101-32x4d-syncbn-gcb-r4-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_x101-32x4d-syncbn_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── gfl │ │ │ ├── README.md │ │ │ ├── gfl_r101-dconv-c3-c5_fpn_ms-2x_coco.py │ │ │ ├── gfl_r101_fpn_ms-2x_coco.py │ │ │ ├── gfl_r50_fpn_1x_coco.py │ │ │ ├── gfl_r50_fpn_ms-2x_coco.py │ │ │ ├── gfl_x101-32x4d-dconv-c4-c5_fpn_ms-2x_coco.py │ │ │ ├── gfl_x101-32x4d_fpn_ms-2x_coco.py │ │ │ └── metafile.yml │ │ ├── ghm │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── retinanet_r101_fpn_ghm-1x_coco.py │ │ │ ├── retinanet_r50_fpn_ghm-1x_coco.py │ │ │ ├── retinanet_x101-32x4d_fpn_ghm-1x_coco.py │ │ │ └── retinanet_x101-64x4d_fpn_ghm-1x_coco.py │ │ ├── glip │ │ │ ├── README.md │ │ │ ├── flickr30k │ │ │ │ └── glip_atss_swin-t_c_fpn_dyhead_pretrain_obj365-goldg_zeroshot_flickr30k.py │ │ │ ├── glip_atss_swin-l_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ │ │ ├── glip_atss_swin-l_fpn_dyhead_pretrain_mixeddata.py │ │ │ ├── glip_atss_swin-t_a_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_obj365.py │ │ │ ├── glip_atss_swin-t_b_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ │ │ ├── glip_atss_swin-t_b_fpn_dyhead_pretrain_obj365.py │ │ │ ├── glip_atss_swin-t_c_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ │ │ ├── glip_atss_swin-t_c_fpn_dyhead_pretrain_obj365-goldg.py │ │ │ ├── glip_atss_swin-t_fpn_dyhead_16xb2_ms-2x_funtune_coco.py │ │ │ ├── glip_atss_swin-t_fpn_dyhead_pretrain_obj365-goldg-cc3m-sub.py │ │ │ ├── lvis │ │ │ │ ├── glip_atss_swin-l_fpn_dyhead_pretrain_zeroshot_lvis.py │ │ │ │ ├── glip_atss_swin-l_fpn_dyhead_pretrain_zeroshot_mini-lvis.py │ │ │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_zeroshot_lvis.py │ │ │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_zeroshot_mini-lvis.py │ │ │ │ ├── glip_atss_swin-t_bc_fpn_dyhead_pretrain_zeroshot_lvis.py │ │ │ │ └── glip_atss_swin-t_bc_fpn_dyhead_pretrain_zeroshot_mini-lvis.py │ │ │ ├── metafile.yml │ │ │ └── odinw │ │ │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_odinw13.py │ │ │ │ ├── glip_atss_swin-t_a_fpn_dyhead_pretrain_odinw35.py │ │ │ │ ├── glip_atss_swin-t_bc_fpn_dyhead_pretrain_odinw13.py │ │ │ │ ├── glip_atss_swin-t_bc_fpn_dyhead_pretrain_odinw35.py │ │ │ │ └── override_category.py │ │ ├── gn+ws │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r101_fpn_gn-ws-all_1x_coco.py │ │ │ ├── faster-rcnn_r50_fpn_gn-ws-all_1x_coco.py │ │ │ ├── faster-rcnn_x101-32x4d_fpn_gn-ws-all_1x_coco.py │ │ │ ├── faster-rcnn_x50-32x4d_fpn_gn-ws-all_1x_coco.py │ │ │ ├── mask-rcnn_r101_fpn_gn-ws-all_20-23-24e_coco.py │ │ │ ├── mask-rcnn_r101_fpn_gn-ws-all_2x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_gn-ws-all_20-23-24e_coco.py │ │ │ ├── mask-rcnn_r50_fpn_gn-ws-all_2x_coco.py │ │ │ ├── mask-rcnn_x101-32x4d_fpn_gn-ws-all_20-23-24e_coco.py │ │ │ ├── mask-rcnn_x101-32x4d_fpn_gn-ws-all_2x_coco.py │ │ │ ├── mask-rcnn_x50-32x4d_fpn_gn-ws-all_20-23-24e_coco.py │ │ │ ├── mask-rcnn_x50-32x4d_fpn_gn-ws-all_2x_coco.py │ │ │ └── metafile.yml │ │ ├── gn │ │ │ ├── README.md │ │ │ ├── mask-rcnn_r101_fpn_gn-all_2x_coco.py │ │ │ ├── mask-rcnn_r101_fpn_gn-all_3x_coco.py │ │ │ ├── mask-rcnn_r50-contrib_fpn_gn-all_2x_coco.py │ │ │ ├── mask-rcnn_r50-contrib_fpn_gn-all_3x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_gn-all_2x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_gn-all_3x_coco.py │ │ │ └── metafile.yml │ │ ├── grid_rcnn │ │ │ ├── README.md │ │ │ ├── grid-rcnn_r101_fpn_gn-head_2x_coco.py │ │ │ ├── grid-rcnn_r50_fpn_gn-head_1x_coco.py │ │ │ ├── grid-rcnn_r50_fpn_gn-head_2x_coco.py │ │ │ ├── grid-rcnn_x101-32x4d_fpn_gn-head_2x_coco.py │ │ │ ├── grid-rcnn_x101-64x4d_fpn_gn-head_2x_coco.py │ │ │ └── metafile.yml │ │ ├── groie │ │ │ ├── README.md │ │ │ ├── faste-rcnn_r50_fpn_groie_1x_coco.py │ │ │ ├── grid-rcnn_r50_fpn_gn-head-groie_1x_coco.py │ │ │ ├── mask-rcnn_r101_fpn_syncbn-r4-gcb_c3-c5-groie_1x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_groie_1x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_syncbn-r4-gcb-c3-c5-groie_1x_coco.py │ │ │ └── metafile.yml │ │ ├── grounding_dino │ │ │ ├── README.md │ │ │ ├── dod │ │ │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_concat_dod.py │ │ │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_parallel_dod.py │ │ │ │ ├── grounding_dino_swin-t_pretrain_zeroshot_concat_dod.py │ │ │ │ └── grounding_dino_swin-t_pretrain_zeroshot_parallel_dod.py │ │ │ ├── flickr30k │ │ │ │ └── grounding_dino_swin-t-pretrain_zeroshot_flickr30k.py │ │ │ ├── grounding_dino_r50_scratch_8xb2_1x_coco.py │ │ │ ├── grounding_dino_swin-b_finetune_16xb2_1x_coco.py │ │ │ ├── grounding_dino_swin-b_pretrain_mixeddata.py │ │ │ ├── grounding_dino_swin-t_finetune_16xb2_1x_coco.py │ │ │ ├── grounding_dino_swin-t_finetune_8xb2_20e_cat.py │ │ │ ├── grounding_dino_swin-t_pretrain_obj365_goldg_cap4m.py │ │ │ ├── lvis │ │ │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_lvis.py │ │ │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_mini-lvis.py │ │ │ │ ├── grounding_dino_swin-t_pretrain_zeroshot_lvis.py │ │ │ │ └── grounding_dino_swin-t_pretrain_zeroshot_mini-lvis.py │ │ │ ├── metafile.yml │ │ │ ├── odinw │ │ │ │ ├── grounding_dino_swin-b_pretrain_odinw13.py │ │ │ │ ├── grounding_dino_swin-b_pretrain_odinw35.py │ │ │ │ ├── grounding_dino_swin-t_pretrain_odinw13.py │ │ │ │ ├── grounding_dino_swin-t_pretrain_odinw35.py │ │ │ │ └── override_category.py │ │ │ └── refcoco │ │ │ │ ├── grounding_dino_swin-b_pretrain_zeroshot_refexp.py │ │ │ │ └── grounding_dino_swin-t_pretrain_zeroshot_refexp.py │ │ ├── guided_anchoring │ │ │ ├── README.md │ │ │ ├── ga-fast-rcnn_r50-caffe_fpn_1x_coco.py │ │ │ ├── ga-faster-rcnn_r101-caffe_fpn_1x_coco.py │ │ │ ├── ga-faster-rcnn_r50-caffe_fpn_1x_coco.py │ │ │ ├── ga-faster-rcnn_r50_fpn_1x_coco.py │ │ │ ├── ga-faster-rcnn_x101-32x4d_fpn_1x_coco.py │ │ │ ├── ga-faster-rcnn_x101-64x4d_fpn_1x_coco.py │ │ │ ├── ga-retinanet_r101-caffe_fpn_1x_coco.py │ │ │ ├── ga-retinanet_r101-caffe_fpn_ms-2x.py │ │ │ ├── ga-retinanet_r50-caffe_fpn_1x_coco.py │ │ │ ├── ga-retinanet_r50_fpn_1x_coco.py │ │ │ ├── ga-retinanet_x101-32x4d_fpn_1x_coco.py │ │ │ ├── ga-retinanet_x101-64x4d_fpn_1x_coco.py │ │ │ ├── ga-rpn_r101-caffe_fpn_1x_coco.py │ │ │ ├── ga-rpn_r50-caffe_fpn_1x_coco.py │ │ │ ├── ga-rpn_r50_fpn_1x_coco.py │ │ │ ├── ga-rpn_x101-32x4d_fpn_1x_coco.py │ │ │ ├── ga-rpn_x101-64x4d_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── hrnet │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_hrnetv2p-w18_20e_coco.py │ │ │ ├── cascade-mask-rcnn_hrnetv2p-w32_20e_coco.py │ │ │ ├── cascade-mask-rcnn_hrnetv2p-w40-20e_coco.py │ │ │ ├── cascade-rcnn_hrnetv2p-w18-20e_coco.py │ │ │ ├── cascade-rcnn_hrnetv2p-w32-20e_coco.py │ │ │ ├── cascade-rcnn_hrnetv2p-w40-20e_coco.py │ │ │ ├── faster-rcnn_hrnetv2p-w18-1x_coco.py │ │ │ ├── faster-rcnn_hrnetv2p-w18-2x_coco.py │ │ │ ├── faster-rcnn_hrnetv2p-w32-1x_coco.py │ │ │ ├── faster-rcnn_hrnetv2p-w32_2x_coco.py │ │ │ ├── faster-rcnn_hrnetv2p-w40-1x_coco.py │ │ │ ├── faster-rcnn_hrnetv2p-w40_2x_coco.py │ │ │ ├── fcos_hrnetv2p-w18-gn-head_4xb4-1x_coco.py │ │ │ ├── fcos_hrnetv2p-w18-gn-head_4xb4-2x_coco.py │ │ │ ├── fcos_hrnetv2p-w18-gn-head_ms-640-800-4xb4-2x_coco.py │ │ │ ├── fcos_hrnetv2p-w32-gn-head_4xb4-1x_coco.py │ │ │ ├── fcos_hrnetv2p-w32-gn-head_4xb4-2x_coco.py │ │ │ ├── fcos_hrnetv2p-w32-gn-head_ms-640-800-4xb4-2x_coco.py │ │ │ ├── fcos_hrnetv2p-w40-gn-head_ms-640-800-4xb4-2x_coco.py │ │ │ ├── htc_hrnetv2p-w18_20e_coco.py │ │ │ ├── htc_hrnetv2p-w32_20e_coco.py │ │ │ ├── htc_hrnetv2p-w40_20e_coco.py │ │ │ ├── htc_hrnetv2p-w40_28e_coco.py │ │ │ ├── htc_x101-64x4d_fpn_16xb1-28e_coco.py │ │ │ ├── mask-rcnn_hrnetv2p-w18-1x_coco.py │ │ │ ├── mask-rcnn_hrnetv2p-w18-2x_coco.py │ │ │ ├── mask-rcnn_hrnetv2p-w32-1x_coco.py │ │ │ ├── mask-rcnn_hrnetv2p-w32-2x_coco.py │ │ │ ├── mask-rcnn_hrnetv2p-w40-2x_coco.py │ │ │ ├── mask-rcnn_hrnetv2p-w40_1x_coco.py │ │ │ └── metafile.yml │ │ ├── htc │ │ │ ├── README.md │ │ │ ├── htc-without-semantic_r50_fpn_1x_coco.py │ │ │ ├── htc_r101_fpn_20e_coco.py │ │ │ ├── htc_r50_fpn_1x_coco.py │ │ │ ├── htc_r50_fpn_20e_coco.py │ │ │ ├── htc_x101-32x4d_fpn_16xb1-20e_coco.py │ │ │ ├── htc_x101-64x4d-dconv-c3-c5_fpn_ms-400-1400-16xb1-20e_coco.py │ │ │ ├── htc_x101-64x4d_fpn_16xb1-20e_coco.py │ │ │ └── metafile.yml │ │ ├── instaboost │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_r101_fpn_instaboost-4x_coco.py │ │ │ ├── cascade-mask-rcnn_r50_fpn_instaboost-4x_coco.py │ │ │ ├── cascade-mask-rcnn_x101-64x4d_fpn_instaboost-4x_coco.py │ │ │ ├── mask-rcnn_r101_fpn_instaboost-4x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_instaboost-4x_coco.py │ │ │ ├── mask-rcnn_x101-64x4d_fpn_instaboost-4x_coco.py │ │ │ └── metafile.yml │ │ ├── lad │ │ │ ├── README.md │ │ │ ├── lad_r101-paa-r50_fpn_2xb8_coco_1x.py │ │ │ ├── lad_r50-paa-r101_fpn_2xb8_coco_1x.py │ │ │ └── metafile.yml │ │ ├── ld │ │ │ ├── README.md │ │ │ ├── ld_r101-gflv1-r101-dcn_fpn_2x_coco.py │ │ │ ├── ld_r18-gflv1-r101_fpn_1x_coco.py │ │ │ ├── ld_r34-gflv1-r101_fpn_1x_coco.py │ │ │ ├── ld_r50-gflv1-r101_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── legacy_1.x │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_r50_fpn_1x_coco_v1.py │ │ │ ├── faster-rcnn_r50_fpn_1x_coco_v1.py │ │ │ ├── mask-rcnn_r50_fpn_1x_coco_v1.py │ │ │ ├── retinanet_r50-caffe_fpn_1x_coco_v1.py │ │ │ ├── retinanet_r50_fpn_1x_coco_v1.py │ │ │ └── ssd300_coco_v1.py │ │ ├── libra_rcnn │ │ │ ├── README.md │ │ │ ├── libra-fast-rcnn_r50_fpn_1x_coco.py │ │ │ ├── libra-faster-rcnn_r101_fpn_1x_coco.py │ │ │ ├── libra-faster-rcnn_r50_fpn_1x_coco.py │ │ │ ├── libra-faster-rcnn_x101-64x4d_fpn_1x_coco.py │ │ │ ├── libra-retinanet_r50_fpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── lvis │ │ │ ├── README.md │ │ │ ├── mask-rcnn_r101_fpn_sample1e-3_ms-1x_lvis-v1.py │ │ │ ├── mask-rcnn_r101_fpn_sample1e-3_ms-2x_lvis-v0.5.py │ │ │ ├── mask-rcnn_r50_fpn_sample1e-3_ms-1x_lvis-v1.py │ │ │ ├── mask-rcnn_r50_fpn_sample1e-3_ms-2x_lvis-v0.5.py │ │ │ ├── mask-rcnn_x101-32x4d_fpn_sample1e-3_ms-1x_lvis-v1.py │ │ │ ├── mask-rcnn_x101-32x4d_fpn_sample1e-3_ms-2x_lvis-v0.5.py │ │ │ ├── mask-rcnn_x101-64x4d_fpn_sample1e-3_ms-1x_lvis-v1.py │ │ │ ├── mask-rcnn_x101-64x4d_fpn_sample1e-3_ms-2x_lvis-v0.5.py │ │ │ └── metafile.yml │ │ ├── mask2former │ │ │ ├── README.md │ │ │ ├── mask2former_r101_8xb2-lsj-50e_coco-panoptic.py │ │ │ ├── mask2former_r101_8xb2-lsj-50e_coco.py │ │ │ ├── mask2former_r50_8xb2-lsj-50e_coco-panoptic.py │ │ │ ├── mask2former_r50_8xb2-lsj-50e_coco.py │ │ │ ├── mask2former_swin-b-p4-w12-384-in21k_8xb2-lsj-50e_coco-panoptic.py │ │ │ ├── mask2former_swin-b-p4-w12-384_8xb2-lsj-50e_coco-panoptic.py │ │ │ ├── mask2former_swin-l-p4-w12-384-in21k_16xb1-lsj-100e_coco-panoptic.py │ │ │ ├── mask2former_swin-s-p4-w7-224_8xb2-lsj-50e_coco-panoptic.py │ │ │ ├── mask2former_swin-s-p4-w7-224_8xb2-lsj-50e_coco.py │ │ │ ├── mask2former_swin-t-p4-w7-224_8xb2-lsj-50e_coco-panoptic.py │ │ │ ├── mask2former_swin-t-p4-w7-224_8xb2-lsj-50e_coco.py │ │ │ └── metafile.yml │ │ ├── mask2former_vis │ │ │ ├── README.md │ │ │ ├── mask2former_r101_8xb2-8e_youtubevis2019.py │ │ │ ├── mask2former_r101_8xb2-8e_youtubevis2021.py │ │ │ ├── mask2former_r50_8xb2-8e_youtubevis2019.py │ │ │ ├── mask2former_r50_8xb2-8e_youtubevis2021.py │ │ │ ├── mask2former_swin-l-p4-w12-384-in21k_8xb2-8e_youtubevis2021.py │ │ │ └── metafile.yml │ │ ├── mask_rcnn │ │ │ ├── README.md │ │ │ ├── mask-rcnn_r101-caffe_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r101-caffe_fpn_ms-poly-3x_coco.py │ │ │ ├── mask-rcnn_r101_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r101_fpn_2x_coco.py │ │ │ ├── mask-rcnn_r101_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── mask-rcnn_r101_fpn_ms-poly-3x_coco.py │ │ │ ├── mask-rcnn_r18_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── mask-rcnn_r50-caffe-c4_1x_coco.py │ │ │ ├── mask-rcnn_r50-caffe_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-caffe_fpn_ms-1x_coco.py │ │ │ ├── mask-rcnn_r50-caffe_fpn_ms-poly-1x_coco.py │ │ │ ├── mask-rcnn_r50-caffe_fpn_ms-poly-2x_coco.py │ │ │ ├── mask-rcnn_r50-caffe_fpn_ms-poly-3x_coco.py │ │ │ ├── mask-rcnn_r50-caffe_fpn_poly-1x_coco_v1.py │ │ │ ├── mask-rcnn_r50_fpn_1x-wandb_coco.py │ │ │ ├── mask-rcnn_r50_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_2x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── mask-rcnn_r50_fpn_amp-1x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_ms-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_ms-poly-3x_coco.py │ │ │ ├── mask-rcnn_x101-32x8d_fpn_1x_coco.py │ │ │ ├── mask-rcnn_x101-32x8d_fpn_ms-poly-1x_coco.py │ │ │ ├── mask-rcnn_x101-32x8d_fpn_ms-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_ms-poly_3x_coco.py │ │ │ └── metafile.yml │ │ ├── maskformer │ │ │ ├── README.md │ │ │ ├── maskformer_r50_ms-16xb1-75e_coco.py │ │ │ ├── maskformer_swin-l-p4-w12_64xb1-ms-300e_coco.py │ │ │ └── metafile.yml │ │ ├── masktrack_rcnn │ │ │ ├── README.md │ │ │ ├── masktrack-rcnn_mask-rcnn_r101_fpn_8xb1-12e_youtubevis2019.py │ │ │ ├── masktrack-rcnn_mask-rcnn_r101_fpn_8xb1-12e_youtubevis2021.py │ │ │ ├── masktrack-rcnn_mask-rcnn_r50_fpn_8xb1-12e_youtubevis2019.py │ │ │ ├── masktrack-rcnn_mask-rcnn_r50_fpn_8xb1-12e_youtubevis2021.py │ │ │ ├── masktrack-rcnn_mask-rcnn_x101_fpn_8xb1-12e_youtubevis2019.py │ │ │ ├── masktrack-rcnn_mask-rcnn_x101_fpn_8xb1-12e_youtubevis2021.py │ │ │ └── metafile.yml │ │ ├── misc │ │ │ ├── d2_faster-rcnn_r50-caffe_fpn_ms-90k_coco.py │ │ │ ├── d2_mask-rcnn_r50-caffe_fpn_ms-90k_coco.py │ │ │ └── d2_retinanet_r50-caffe_fpn_ms-90k_coco.py │ │ ├── mm_grounding_dino │ │ │ ├── README.md │ │ │ ├── brain_tumor │ │ │ │ └── grounding_dino_swin-t_finetune_8xb4_50e_brain_tumor.py │ │ │ ├── cityscapes │ │ │ │ └── grounding_dino_swin-t_finetune_8xb4_50e_cityscapes.py │ │ │ ├── coco │ │ │ │ ├── grounding_dino_swin-t_finetune_16xb4_1x_coco.py │ │ │ │ ├── grounding_dino_swin-t_finetune_16xb4_1x_coco_48_17.py │ │ │ │ └── grounding_dino_swin-t_finetune_16xb4_1x_sft_coco.py │ │ │ ├── dataset_prepare.md │ │ │ ├── dataset_prepare_zh-CN.md │ │ │ ├── dod │ │ │ │ ├── grounding_dino_swin-t_pretrain_zeroshot_concat_dod.py │ │ │ │ └── grounding_dino_swin-t_pretrain_zeroshot_parallel_dod.py │ │ │ ├── flickr30k │ │ │ │ └── grounding_dino_swin-t-pretrain_flickr30k.py │ │ │ ├── grounding_dino_swin-b_pretrain_all.py │ │ │ ├── grounding_dino_swin-b_pretrain_obj365_goldg_v3det.py │ │ │ ├── grounding_dino_swin-l_pretrain_all.py │ │ │ ├── grounding_dino_swin-l_pretrain_obj365_goldg.py │ │ │ ├── grounding_dino_swin-t_finetune_8xb4_20e_cat.py │ │ │ ├── grounding_dino_swin-t_pretrain_obj365.py │ │ │ ├── grounding_dino_swin-t_pretrain_obj365_goldg.py │ │ │ ├── grounding_dino_swin-t_pretrain_obj365_goldg_grit9m.py │ │ │ ├── grounding_dino_swin-t_pretrain_obj365_goldg_grit9m_v3det.py │ │ │ ├── grounding_dino_swin-t_pretrain_obj365_goldg_v3det.py │ │ │ ├── grounding_dino_swin-t_pretrain_pseudo-labeling_cat.py │ │ │ ├── grounding_dino_swin-t_pretrain_pseudo-labeling_flickr30k.py │ │ │ ├── lvis │ │ │ │ ├── grounding_dino_swin-t_finetune_16xb4_1x_lvis.py │ │ │ │ ├── grounding_dino_swin-t_finetune_16xb4_1x_lvis_866_337.py │ │ │ │ ├── grounding_dino_swin-t_pretrain_zeroshot_lvis.py │ │ │ │ └── grounding_dino_swin-t_pretrain_zeroshot_mini-lvis.py │ │ │ ├── metafile.yml │ │ │ ├── odinw │ │ │ │ ├── grounding_dino_swin-t_pretrain_odinw13.py │ │ │ │ ├── grounding_dino_swin-t_pretrain_odinw35.py │ │ │ │ └── override_category.py │ │ │ ├── people_in_painting │ │ │ │ └── grounding_dino_swin-t_finetune_8xb4_50e_people_in_painting.py │ │ │ ├── refcoco │ │ │ │ ├── grounding_dino_swin-t_finetune_8xb4_5e_grefcoco.py │ │ │ │ ├── grounding_dino_swin-t_finetune_8xb4_5e_refcoco.py │ │ │ │ ├── grounding_dino_swin-t_finetune_8xb4_5e_refcoco_plus.py │ │ │ │ ├── grounding_dino_swin-t_finetune_8xb4_5e_refcocog.py │ │ │ │ └── grounding_dino_swin-t_pretrain_zeroshot_refexp.py │ │ │ ├── rtts │ │ │ │ └── grounding_dino_swin-t_finetune_8xb4_1x_rtts.py │ │ │ ├── ruod │ │ │ │ └── grounding_dino_swin-t_finetune_8xb4_1x_ruod.py │ │ │ ├── usage.md │ │ │ └── usage_zh-CN.md │ │ ├── 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 │ │ ├── nas_fcos │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── nas-fcos_r50-caffe_fpn_fcoshead-gn-head_4xb4-1x_coco.py │ │ │ └── nas-fcos_r50-caffe_fpn_nashead-gn-head_4xb4-1x_coco.py │ │ ├── nas_fpn │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── retinanet_r50_fpn_crop640-50e_coco.py │ │ │ └── retinanet_r50_nasfpn_crop640-50e_coco.py │ │ ├── objects365 │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50-syncbn_fpn_1350k_objects365v1.py │ │ │ ├── faster-rcnn_r50_fpn_16xb4-1x_objects365v1.py │ │ │ ├── faster-rcnn_r50_fpn_16xb4-1x_objects365v2.py │ │ │ ├── metafile.yml │ │ │ ├── retinanet_r50-syncbn_fpn_1350k_objects365v1.py │ │ │ ├── retinanet_r50_fpn_1x_objects365v1.py │ │ │ └── retinanet_r50_fpn_1x_objects365v2.py │ │ ├── ocsort │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── ocsort_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ │ │ └── ocsort_yolox_x_8xb4-amp-80e_crowdhuman-mot20train_test-mot20test.py │ │ ├── openimages │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50_fpn_32xb2-1x_openimages-challenge.py │ │ │ ├── faster-rcnn_r50_fpn_32xb2-1x_openimages.py │ │ │ ├── faster-rcnn_r50_fpn_32xb2-cas-1x_openimages-challenge.py │ │ │ ├── faster-rcnn_r50_fpn_32xb2-cas-1x_openimages.py │ │ │ ├── metafile.yml │ │ │ ├── retinanet_r50_fpn_32xb2-1x_openimages.py │ │ │ └── ssd300_32xb8-36e_openimages.py │ │ ├── paa │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── paa_r101_fpn_1x_coco.py │ │ │ ├── paa_r101_fpn_2x_coco.py │ │ │ ├── paa_r101_fpn_ms-3x_coco.py │ │ │ ├── paa_r50_fpn_1.5x_coco.py │ │ │ ├── paa_r50_fpn_1x_coco.py │ │ │ ├── paa_r50_fpn_2x_coco.py │ │ │ └── paa_r50_fpn_ms-3x_coco.py │ │ ├── pafpn │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50_pafpn_1x_coco.py │ │ │ └── metafile.yml │ │ ├── panoptic_fpn │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── panoptic-fpn_r101_fpn_1x_coco.py │ │ │ ├── panoptic-fpn_r101_fpn_ms-3x_coco.py │ │ │ ├── panoptic-fpn_r50_fpn_1x_coco.py │ │ │ └── panoptic-fpn_r50_fpn_ms-3x_coco.py │ │ ├── pascal_voc │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50-caffe-c4_ms-18k_voc0712.py │ │ │ ├── faster-rcnn_r50_fpn_1x_voc0712-cocofmt.py │ │ │ ├── faster-rcnn_r50_fpn_1x_voc0712.py │ │ │ ├── retinanet_r50_fpn_1x_voc0712.py │ │ │ ├── ssd300_voc0712.py │ │ │ └── ssd512_voc0712.py │ │ ├── pisa │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50_fpn_pisa_1x_coco.py │ │ │ ├── faster-rcnn_x101-32x4d_fpn_pisa_1x_coco.py │ │ │ ├── mask-rcnn_r50_fpn_pisa_1x_coco.py │ │ │ ├── mask-rcnn_x101-32x4d_fpn_pisa_1x_coco.py │ │ │ ├── metafile.yml │ │ │ ├── retinanet-r50_fpn_pisa_1x_coco.py │ │ │ ├── retinanet_x101-32x4d_fpn_pisa_1x_coco.py │ │ │ ├── ssd300_pisa_coco.py │ │ │ └── ssd512_pisa_coco.py │ │ ├── point_rend │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── point-rend_r50-caffe_fpn_ms-1x_coco.py │ │ │ └── point-rend_r50-caffe_fpn_ms-3x_coco.py │ │ ├── pvt │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── retinanet_pvt-l_fpn_1x_coco.py │ │ │ ├── retinanet_pvt-m_fpn_1x_coco.py │ │ │ ├── retinanet_pvt-s_fpn_1x_coco.py │ │ │ ├── retinanet_pvt-t_fpn_1x_coco.py │ │ │ ├── retinanet_pvtv2-b0_fpn_1x_coco.py │ │ │ ├── retinanet_pvtv2-b1_fpn_1x_coco.py │ │ │ ├── retinanet_pvtv2-b2_fpn_1x_coco.py │ │ │ ├── retinanet_pvtv2-b3_fpn_1x_coco.py │ │ │ ├── retinanet_pvtv2-b4_fpn_1x_coco.py │ │ │ └── retinanet_pvtv2-b5_fpn_1x_coco.py │ │ ├── qdtrack │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── qdtrack_faster-rcnn_r50_fpn_4e_base.py │ │ │ └── qdtrack_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py │ │ ├── queryinst │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── queryinst_r101_fpn_300-proposals_crop-ms-480-800-3x_coco.py │ │ │ ├── queryinst_r101_fpn_ms-480-800-3x_coco.py │ │ │ ├── queryinst_r50_fpn_1x_coco.py │ │ │ ├── queryinst_r50_fpn_300-proposals_crop-ms-480-800-3x_coco.py │ │ │ └── queryinst_r50_fpn_ms-480-800-3x_coco.py │ │ ├── regnet │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_regnetx-1.6GF_fpn_ms-3x_coco.py │ │ │ ├── cascade-mask-rcnn_regnetx-3.2GF_fpn_ms-3x_coco.py │ │ │ ├── cascade-mask-rcnn_regnetx-400MF_fpn_ms-3x_coco.py │ │ │ ├── cascade-mask-rcnn_regnetx-4GF_fpn_ms-3x_coco.py │ │ │ ├── cascade-mask-rcnn_regnetx-800MF_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_regnetx-1.6GF_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_regnetx-3.2GF_fpn_1x_coco.py │ │ │ ├── faster-rcnn_regnetx-3.2GF_fpn_2x_coco.py │ │ │ ├── faster-rcnn_regnetx-3.2GF_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_regnetx-400MF_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_regnetx-4GF_fpn_ms-3x_coco.py │ │ │ ├── faster-rcnn_regnetx-800MF_fpn_ms-3x_coco.py │ │ │ ├── mask-rcnn_regnetx-1.6GF_fpn_ms-poly-3x_coco.py │ │ │ ├── mask-rcnn_regnetx-12GF_fpn_1x_coco.py │ │ │ ├── mask-rcnn_regnetx-3.2GF-mdconv-c3-c5_fpn_1x_coco.py │ │ │ ├── mask-rcnn_regnetx-3.2GF_fpn_1x_coco.py │ │ │ ├── mask-rcnn_regnetx-3.2GF_fpn_ms-3x_coco.py │ │ │ ├── mask-rcnn_regnetx-400MF_fpn_ms-poly-3x_coco.py │ │ │ ├── mask-rcnn_regnetx-4GF_fpn_1x_coco.py │ │ │ ├── mask-rcnn_regnetx-4GF_fpn_ms-poly-3x_coco.py │ │ │ ├── mask-rcnn_regnetx-6.4GF_fpn_1x_coco.py │ │ │ ├── mask-rcnn_regnetx-800MF_fpn_ms-poly-3x_coco.py │ │ │ ├── mask-rcnn_regnetx-8GF_fpn_1x_coco.py │ │ │ ├── metafile.yml │ │ │ ├── retinanet_regnetx-1.6GF_fpn_1x_coco.py │ │ │ ├── retinanet_regnetx-3.2GF_fpn_1x_coco.py │ │ │ └── retinanet_regnetx-800MF_fpn_1x_coco.py │ │ ├── reid │ │ │ ├── README.md │ │ │ ├── reid_r50_8xb32-6e_mot15train80_test-mot15val20.py │ │ │ ├── reid_r50_8xb32-6e_mot16train80_test-mot16val20.py │ │ │ ├── reid_r50_8xb32-6e_mot17train80_test-mot17val20.py │ │ │ └── reid_r50_8xb32-6e_mot20train80_test-mot20val20.py │ │ ├── reppoints │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── reppoints-bbox_r50-center_fpn-gn_head-gn-grid_1x_coco.py │ │ │ ├── reppoints-bbox_r50_fpn-gn_head-gn-grid_1x_coco.py │ │ │ ├── reppoints-minmax_r50_fpn-gn_head-gn_1x_coco.py │ │ │ ├── reppoints-moment_r101-dconv-c3-c5_fpn-gn_head-gn_2x_coco.py │ │ │ ├── reppoints-moment_r101_fpn-gn_head-gn_2x_coco.py │ │ │ ├── reppoints-moment_r50_fpn-gn_head-gn_1x_coco.py │ │ │ ├── reppoints-moment_r50_fpn-gn_head-gn_2x_coco.py │ │ │ ├── reppoints-moment_r50_fpn_1x_coco.py │ │ │ ├── reppoints-moment_x101-dconv-c3-c5_fpn-gn_head-gn_2x_coco.py │ │ │ ├── reppoints-partial-minmax_r50_fpn-gn_head-gn_1x_coco.py │ │ │ └── reppoints.png │ │ ├── res2net │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_res2net-101_fpn_20e_coco.py │ │ │ ├── cascade-rcnn_res2net-101_fpn_20e_coco.py │ │ │ ├── faster-rcnn_res2net-101_fpn_2x_coco.py │ │ │ ├── htc_res2net-101_fpn_20e_coco.py │ │ │ ├── mask-rcnn_res2net-101_fpn_2x_coco.py │ │ │ └── metafile.yml │ │ ├── resnest │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_s101_fpn_syncbn-backbone+head_ms-1x_coco.py │ │ │ ├── cascade-mask-rcnn_s50_fpn_syncbn-backbone+head_ms-1x_coco.py │ │ │ ├── cascade-rcnn_s101_fpn_syncbn-backbone+head_ms-range-1x_coco.py │ │ │ ├── cascade-rcnn_s50_fpn_syncbn-backbone+head_ms-range-1x_coco.py │ │ │ ├── faster-rcnn_s101_fpn_syncbn-backbone+head_ms-range-1x_coco.py │ │ │ ├── faster-rcnn_s50_fpn_syncbn-backbone+head_ms-range-1x_coco.py │ │ │ ├── mask-rcnn_s101_fpn_syncbn-backbone+head_ms-1x_coco.py │ │ │ ├── mask-rcnn_s50_fpn_syncbn-backbone+head_ms-1x_coco.py │ │ │ └── metafile.yml │ │ ├── resnet_strikes_back │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_r50-rsb-pre_fpn_1x_coco.py │ │ │ ├── faster-rcnn_r50-rsb-pre_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-rsb-pre_fpn_1x_coco.py │ │ │ ├── metafile.yml │ │ │ └── retinanet_r50-rsb-pre_fpn_1x_coco.py │ │ ├── retinanet │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── retinanet_r101-caffe_fpn_1x_coco.py │ │ │ ├── retinanet_r101-caffe_fpn_ms-3x_coco.py │ │ │ ├── retinanet_r101_fpn_1x_coco.py │ │ │ ├── retinanet_r101_fpn_2x_coco.py │ │ │ ├── retinanet_r101_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── retinanet_r101_fpn_ms-640-800-3x_coco.py │ │ │ ├── retinanet_r18_fpn_1x_coco.py │ │ │ ├── retinanet_r18_fpn_1xb8-1x_coco.py │ │ │ ├── retinanet_r18_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── retinanet_r50-caffe_fpn_1x_coco.py │ │ │ ├── retinanet_r50-caffe_fpn_ms-1x_coco.py │ │ │ ├── retinanet_r50-caffe_fpn_ms-2x_coco.py │ │ │ ├── retinanet_r50-caffe_fpn_ms-3x_coco.py │ │ │ ├── retinanet_r50_fpn_1x_coco.py │ │ │ ├── retinanet_r50_fpn_2x_coco.py │ │ │ ├── retinanet_r50_fpn_8xb8-amp-lsj-200e_coco.py │ │ │ ├── retinanet_r50_fpn_90k_coco.py │ │ │ ├── retinanet_r50_fpn_amp-1x_coco.py │ │ │ ├── retinanet_r50_fpn_ms-640-800-3x_coco.py │ │ │ ├── retinanet_tta.py │ │ │ ├── retinanet_x101-32x4d_fpn_1x_coco.py │ │ │ ├── retinanet_x101-32x4d_fpn_2x_coco.py │ │ │ ├── retinanet_x101-64x4d_fpn_1x_coco.py │ │ │ ├── retinanet_x101-64x4d_fpn_2x_coco.py │ │ │ └── retinanet_x101-64x4d_fpn_ms-640-800-3x_coco.py │ │ ├── rpn │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── rpn_r101-caffe_fpn_1x_coco.py │ │ │ ├── rpn_r101_fpn_1x_coco.py │ │ │ ├── rpn_r101_fpn_2x_coco.py │ │ │ ├── rpn_r50-caffe-c4_1x_coco.py │ │ │ ├── rpn_r50-caffe_fpn_1x_coco.py │ │ │ ├── rpn_r50_fpn_1x_coco.py │ │ │ ├── rpn_r50_fpn_2x_coco.py │ │ │ ├── rpn_x101-32x4d_fpn_1x_coco.py │ │ │ ├── rpn_x101-32x4d_fpn_2x_coco.py │ │ │ ├── rpn_x101-64x4d_fpn_1x_coco.py │ │ │ └── rpn_x101-64x4d_fpn_2x_coco.py │ │ ├── rtmdet │ │ │ ├── README.md │ │ │ ├── classification │ │ │ │ ├── README.md │ │ │ │ ├── cspnext-l_8xb256-rsb-a1-600e_in1k.py │ │ │ │ ├── cspnext-m_8xb256-rsb-a1-600e_in1k.py │ │ │ │ ├── cspnext-s_8xb256-rsb-a1-600e_in1k.py │ │ │ │ ├── cspnext-tiny_8xb256-rsb-a1-600e_in1k.py │ │ │ │ └── cspnext-x_8xb256-rsb-a1-600e_in1k.py │ │ │ ├── metafile.yml │ │ │ ├── rtmdet-ins_l_8xb32-300e_coco.py │ │ │ ├── rtmdet-ins_m_8xb32-300e_coco.py │ │ │ ├── rtmdet-ins_s_8xb32-300e_coco.py │ │ │ ├── rtmdet-ins_tiny_8xb32-300e_coco.py │ │ │ ├── rtmdet-ins_x_8xb16-300e_coco.py │ │ │ ├── rtmdet_l_8xb32-300e_coco.py │ │ │ ├── rtmdet_l_convnext_b_4xb32-100e_coco.py │ │ │ ├── rtmdet_l_swin_b_4xb32-100e_coco.py │ │ │ ├── rtmdet_l_swin_b_p6_4xb16-100e_coco.py │ │ │ ├── rtmdet_m_8xb32-300e_coco.py │ │ │ ├── rtmdet_s_8xb32-300e_coco.py │ │ │ ├── rtmdet_tiny_8xb32-300e_coco.py │ │ │ ├── rtmdet_tta.py │ │ │ ├── rtmdet_x_8xb32-300e_coco.py │ │ │ └── rtmdet_x_p6_4xb8-300e_coco.py │ │ ├── sabl │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── sabl-cascade-rcnn_r101_fpn_1x_coco.py │ │ │ ├── sabl-cascade-rcnn_r50_fpn_1x_coco.py │ │ │ ├── sabl-faster-rcnn_r101_fpn_1x_coco.py │ │ │ ├── sabl-faster-rcnn_r50_fpn_1x_coco.py │ │ │ ├── sabl-retinanet_r101-gn_fpn_1x_coco.py │ │ │ ├── sabl-retinanet_r101-gn_fpn_ms-480-960-2x_coco.py │ │ │ ├── sabl-retinanet_r101-gn_fpn_ms-640-800-2x_coco.py │ │ │ ├── sabl-retinanet_r101_fpn_1x_coco.py │ │ │ ├── sabl-retinanet_r50-gn_fpn_1x_coco.py │ │ │ └── sabl-retinanet_r50_fpn_1x_coco.py │ │ ├── scnet │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── scnet_r101_fpn_20e_coco.py │ │ │ ├── scnet_r50_fpn_1x_coco.py │ │ │ ├── scnet_r50_fpn_20e_coco.py │ │ │ ├── scnet_x101-64x4d_fpn_20e_coco.py │ │ │ └── scnet_x101-64x4d_fpn_8xb1-20e_coco.py │ │ ├── scratch │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50-scratch_fpn_gn-all_6x_coco.py │ │ │ ├── mask-rcnn_r50-scratch_fpn_gn-all_6x_coco.py │ │ │ └── metafile.yml │ │ ├── seesaw_loss │ │ │ ├── README.md │ │ │ ├── cascade-mask-rcnn_r101_fpn_seesaw-loss-normed-mask_random-ms-2x_lvis-v1.py │ │ │ ├── cascade-mask-rcnn_r101_fpn_seesaw-loss-normed-mask_sample1e-3-ms-2x_lvis-v1.py │ │ │ ├── cascade-mask-rcnn_r101_fpn_seesaw-loss_random-ms-2x_lvis-v1.py │ │ │ ├── cascade-mask-rcnn_r101_fpn_seesaw-loss_sample1e-3-ms-2x_lvis-v1.py │ │ │ ├── mask-rcnn_r101_fpn_seesaw-loss-normed-mask_random-ms-2x_lvis-v1.py │ │ │ ├── mask-rcnn_r101_fpn_seesaw-loss-normed-mask_sample1e-3-ms-2x_lvis-v1.py │ │ │ ├── mask-rcnn_r101_fpn_seesaw-loss_random-ms-2x_lvis-v1.py │ │ │ ├── mask-rcnn_r101_fpn_seesaw-loss_sample1e-3-ms-2x_lvis-v1.py │ │ │ ├── mask-rcnn_r50_fpn_seesaw-loss-normed-mask_random-ms-2x_lvis-v1.py │ │ │ ├── mask-rcnn_r50_fpn_seesaw-loss-normed-mask_sample1e-3-ms-2x_lvis-v1.py │ │ │ ├── mask-rcnn_r50_fpn_seesaw-loss_random-ms-2x_lvis-v1.py │ │ │ ├── mask-rcnn_r50_fpn_seesaw-loss_sample1e-3-ms-2x_lvis-v1.py │ │ │ └── metafile.yml │ │ ├── selfsup_pretrain │ │ │ ├── README.md │ │ │ ├── mask-rcnn_r50-mocov2-pre_fpn_1x_coco.py │ │ │ ├── mask-rcnn_r50-mocov2-pre_fpn_ms-2x_coco.py │ │ │ ├── mask-rcnn_r50-swav-pre_fpn_1x_coco.py │ │ │ └── mask-rcnn_r50-swav-pre_fpn_ms-2x_coco.py │ │ ├── simple_copy_paste │ │ │ ├── README.md │ │ │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_32xb2-ssj-270k_coco.py │ │ │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_32xb2-ssj-90k_coco.py │ │ │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_32xb2-ssj-scp-270k_coco.py │ │ │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_32xb2-ssj-scp-90k_coco.py │ │ │ └── metafile.yml │ │ ├── soft_teacher │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── soft-teacher_faster-rcnn_r50-caffe_fpn_180k_semi-0.01-coco.py │ │ │ ├── soft-teacher_faster-rcnn_r50-caffe_fpn_180k_semi-0.02-coco.py │ │ │ ├── soft-teacher_faster-rcnn_r50-caffe_fpn_180k_semi-0.05-coco.py │ │ │ └── soft-teacher_faster-rcnn_r50-caffe_fpn_180k_semi-0.1-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_r101_fpn_8xb8-lsj-200e_coco.py │ │ │ ├── solo_r18_fpn_8xb8-lsj-200e_coco.py │ │ │ ├── solo_r50_fpn_1x_coco.py │ │ │ ├── solo_r50_fpn_3x_coco.py │ │ │ └── solo_r50_fpn_8xb8-lsj-200e_coco.py │ │ ├── solov2 │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── solov2-light_r18_fpn_ms-3x_coco.py │ │ │ ├── solov2-light_r34_fpn_ms-3x_coco.py │ │ │ ├── solov2-light_r50-dcn_fpn_ms-3x_coco.py │ │ │ ├── solov2-light_r50_fpn_ms-3x_coco.py │ │ │ ├── solov2_r101-dcn_fpn_ms-3x_coco.py │ │ │ ├── solov2_r101_fpn_ms-3x_coco.py │ │ │ ├── solov2_r50_fpn_1x_coco.py │ │ │ ├── solov2_r50_fpn_ms-3x_coco.py │ │ │ └── solov2_x101-dcn_fpn_ms-3x_coco.py │ │ ├── sort │ │ │ ├── README.md │ │ │ ├── faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py │ │ │ ├── faster-rcnn_r50_fpn_8xb2-4e_mot17train_test-mot17train.py │ │ │ ├── faster-rcnn_r50_fpn_8xb2-8e_mot20halftrain_test-mot20halfval.py │ │ │ ├── faster-rcnn_r50_fpn_8xb2-8e_mot20train_test-mot20train.py │ │ │ ├── metafile.yml │ │ │ ├── sort_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py │ │ │ └── sort_faster-rcnn_r50_fpn_8xb2-4e_mot17train_test-mot17test.py │ │ ├── sparse_rcnn │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco.py │ │ │ ├── sparse-rcnn_r101_fpn_ms-480-800-3x_coco.py │ │ │ ├── sparse-rcnn_r50_fpn_1x_coco.py │ │ │ ├── sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco.py │ │ │ └── sparse-rcnn_r50_fpn_ms-480-800-3x_coco.py │ │ ├── ssd │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── ssd300_coco.py │ │ │ ├── ssd512_coco.py │ │ │ └── ssdlite_mobilenetv2-scratch_8xb24-600e_coco.py │ │ ├── strong_baselines │ │ │ ├── README.md │ │ │ ├── mask-rcnn_r50-caffe_fpn_rpn-2conv_4conv1fc_syncbn-all_amp-lsj-100e_coco.py │ │ │ ├── mask-rcnn_r50-caffe_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-100e_coco.py │ │ │ ├── mask-rcnn_r50-caffe_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-400e_coco.py │ │ │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_amp-lsj-100e_coco.py │ │ │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-100e_coco.py │ │ │ ├── mask-rcnn_r50_fpn_rpn-2conv_4conv1fc_syncbn-all_lsj-50e_coco.py │ │ │ └── metafile.yml │ │ ├── strongsort │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── strongsort_yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ │ │ ├── strongsort_yolox_x_8xb4-80e_crowdhuman-mot20train_test-mot20test.py │ │ │ ├── yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval.py │ │ │ └── yolox_x_8xb4-80e_crowdhuman-mot20train_test-mot20test.py │ │ ├── swin │ │ │ ├── README.md │ │ │ ├── mask-rcnn_swin-s-p4-w7_fpn_amp-ms-crop-3x_coco.py │ │ │ ├── mask-rcnn_swin-t-p4-w7_fpn_1x_coco.py │ │ │ ├── mask-rcnn_swin-t-p4-w7_fpn_amp-ms-crop-3x_coco.py │ │ │ ├── mask-rcnn_swin-t-p4-w7_fpn_ms-crop-3x_coco.py │ │ │ ├── metafile.yml │ │ │ └── retinanet_swin-t-p4-w7_fpn_1x_coco.py │ │ ├── timm_example │ │ │ ├── README.md │ │ │ ├── retinanet_timm-efficientnet-b1_fpn_1x_coco.py │ │ │ └── retinanet_timm-tv-resnet50_fpn_1x_coco.py │ │ ├── tood │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── tood_r101-dconv-c3-c5_fpn_ms-2x_coco.py │ │ │ ├── tood_r101_fpn_ms-2x_coco.py │ │ │ ├── tood_r50_fpn_1x_coco.py │ │ │ ├── tood_r50_fpn_anchor-based_1x_coco.py │ │ │ ├── tood_r50_fpn_ms-2x_coco.py │ │ │ ├── tood_x101-64x4d-dconv-c4-c5_fpn_ms-2x_coco.py │ │ │ └── tood_x101-64x4d_fpn_ms-2x_coco.py │ │ ├── tridentnet │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── tridentnet_r50-caffe_1x_coco.py │ │ │ ├── tridentnet_r50-caffe_ms-1x_coco.py │ │ │ └── tridentnet_r50-caffe_ms-3x_coco.py │ │ ├── v3det │ │ │ ├── README.md │ │ │ ├── cascade_rcnn_r50_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ │ │ ├── cascade_rcnn_swinb_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ │ │ ├── deformable-detr-refine-twostage_r50_8xb4_sample1e-3_v3det_50e.py │ │ │ ├── deformable-detr-refine-twostage_swin_16xb2_sample1e-3_v3det_50e.py │ │ │ ├── dino-4scale_r50_8xb2_sample1e-3_v3det_36e.py │ │ │ ├── dino-4scale_swin_16xb1_sample1e-3_v3det_36e.py │ │ │ ├── faster_rcnn_r50_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ │ │ ├── faster_rcnn_swinb_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ │ │ ├── fcos_r50_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ │ │ ├── fcos_swinb_fpn_8x4_sample1e-3_mstrain_v3det_2x.py │ │ │ └── v3det_icon.jpg │ │ ├── vfnet │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── vfnet_r101-mdconv-c3-c5_fpn_ms-2x_coco.py │ │ │ ├── vfnet_r101_fpn_1x_coco.py │ │ │ ├── vfnet_r101_fpn_2x_coco.py │ │ │ ├── vfnet_r101_fpn_ms-2x_coco.py │ │ │ ├── vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco.py │ │ │ ├── vfnet_r50_fpn_1x_coco.py │ │ │ ├── vfnet_r50_fpn_ms-2x_coco.py │ │ │ ├── vfnet_res2net-101_fpn_ms-2x_coco.py │ │ │ ├── vfnet_res2net101-mdconv-c3-c5_fpn_ms-2x_coco.py │ │ │ ├── vfnet_x101-32x4d-mdconv-c3-c5_fpn_ms-2x_coco.py │ │ │ ├── vfnet_x101-32x4d_fpn_ms-2x_coco.py │ │ │ ├── vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco.py │ │ │ └── vfnet_x101-64x4d_fpn_ms-2x_coco.py │ │ ├── wider_face │ │ │ ├── README.md │ │ │ ├── retinanet_r50_fpn_1x_widerface.py │ │ │ └── ssd300_8xb32-24e_widerface.py │ │ ├── yolact │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── yolact_r101_1xb8-55e_coco.py │ │ │ ├── yolact_r50_1xb8-55e_coco.py │ │ │ └── yolact_r50_8xb8-55e_coco.py │ │ ├── yolo │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── yolov3_d53_8xb8-320-273e_coco.py │ │ │ ├── yolov3_d53_8xb8-amp-ms-608-273e_coco.py │ │ │ ├── yolov3_d53_8xb8-ms-416-273e_coco.py │ │ │ ├── yolov3_d53_8xb8-ms-608-273e_coco.py │ │ │ ├── yolov3_mobilenetv2_8xb24-320-300e_coco.py │ │ │ └── yolov3_mobilenetv2_8xb24-ms-416-300e_coco.py │ │ ├── yolof │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── yolof_r50-c5_8xb8-1x_coco.py │ │ │ └── yolof_r50-c5_8xb8-iter-1x_coco.py │ │ └── yolox │ │ │ ├── README.md │ │ │ ├── metafile.yml │ │ │ ├── yolox_l_8xb8-300e_coco.py │ │ │ ├── yolox_m_8xb8-300e_coco.py │ │ │ ├── yolox_nano_8xb8-300e_coco.py │ │ │ ├── yolox_s_8xb8-300e_coco.py │ │ │ ├── yolox_tiny_8xb8-300e_coco.py │ │ │ ├── yolox_tta.py │ │ │ └── yolox_x_8xb8-300e_coco.py │ ├── demo │ │ ├── MMDet_InstanceSeg_Tutorial.ipynb │ │ ├── MMDet_Tutorial.ipynb │ │ ├── create_result_gif.py │ │ ├── demo.jpg │ │ ├── demo.mp4 │ │ ├── demo_mot.mp4 │ │ ├── demo_multi_model.py │ │ ├── image_demo.py │ │ ├── inference_demo.ipynb │ │ ├── large_image.jpg │ │ ├── large_image_demo.py │ │ ├── mot_demo.py │ │ ├── video_demo.py │ │ ├── video_gpuaccel_demo.py │ │ └── webcam_demo.py │ ├── model-index.yml │ └── tools │ │ ├── analysis_tools │ │ ├── analyze_logs.py │ │ ├── analyze_results.py │ │ ├── benchmark.py │ │ ├── browse_dataset.py │ │ ├── browse_grounding_dataset.py │ │ ├── browse_grounding_raw.py │ │ ├── coco_error_analysis.py │ │ ├── coco_occluded_separated_recall.py │ │ ├── confusion_matrix.py │ │ ├── custom_tools │ │ │ ├── matrix_network.py │ │ │ └── visualize_erf.py │ │ ├── eval_metric.py │ │ ├── fuse_results.py │ │ ├── get_flops.py │ │ ├── mot │ │ │ ├── browse_dataset.py │ │ │ ├── dist_mot_search.sh │ │ │ ├── mot_error_visualize.py │ │ │ ├── mot_param_search.py │ │ │ └── slurm_mot_search.sh │ │ ├── optimize_anchors.py │ │ ├── robustness_eval.py │ │ └── test_robustness.py │ │ ├── dataset_converters │ │ ├── ade20k2coco.py │ │ ├── cityscapes.py │ │ ├── coco2odvg.py │ │ ├── coco2ovd.py │ │ ├── coco_stuff164k.py │ │ ├── crowdhuman2coco.py │ │ ├── extract_coco_from_mixed.py │ │ ├── fix_o365_names.py │ │ ├── goldg2odvg.py │ │ ├── grit2odvg.py │ │ ├── grit_processing.py │ │ ├── images2coco.py │ │ ├── lvis2odvg.py │ │ ├── lvis2ovd.py │ │ ├── mot2coco.py │ │ ├── mot2reid.py │ │ ├── openimages2odvg.py │ │ ├── pascal_voc.py │ │ ├── prepare_coco_semantic_annos_from_panoptic_annos.py │ │ ├── refcoco2odvg.py │ │ ├── remove_cocotrain2017_from_refcoco.py │ │ ├── scripts │ │ │ ├── preprocess_coco2017.sh │ │ │ ├── preprocess_voc2007.sh │ │ │ └── preprocess_voc2012.sh │ │ ├── youtubevis2coco.py │ │ └── zhiyuan_objv2_train_names_fix.csv │ │ ├── deployment │ │ ├── mmdet2torchserve.py │ │ ├── mmdet_handler.py │ │ └── test_torchserver.py │ │ ├── dist_test.sh │ │ ├── dist_test_tracking.sh │ │ ├── dist_train.sh │ │ ├── misc │ │ ├── download_dataset.py │ │ ├── gen_coco_panoptic_test_info.py │ │ ├── get_crowdhuman_id_hw.py │ │ ├── get_image_metas.py │ │ ├── print_config.py │ │ ├── split_coco.py │ │ └── split_odvg.py │ │ ├── model_converters │ │ ├── detectron2_to_mmdet.py │ │ ├── detectron2pytorch.py │ │ ├── detic_to_mmdet.py │ │ ├── glip_to_mmdet.py │ │ ├── groundingdino_to_mmdet.py │ │ ├── publish_model.py │ │ ├── regnet2mmdet.py │ │ ├── selfsup2mmdet.py │ │ ├── swinv1_to_mmdet.py │ │ ├── upgrade_model_version.py │ │ └── upgrade_ssd_version.py │ │ ├── slurm_test.sh │ │ ├── slurm_test_tracking.sh │ │ ├── slurm_train.sh │ │ ├── test.py │ │ ├── test_tracking.py │ │ └── train.py ├── __init__.py ├── apis │ ├── __init__.py │ ├── det_inferencer.py │ └── inference.py ├── configs │ ├── _base_ │ │ ├── datasets │ │ │ ├── coco_detection.py │ │ │ ├── coco_instance.py │ │ │ ├── coco_instance_semantic.py │ │ │ ├── coco_panoptic.py │ │ │ └── mot_challenge.py │ │ ├── default_runtime.py │ │ ├── models │ │ │ ├── cascade_mask_rcnn_r50_fpn.py │ │ │ ├── cascade_rcnn_r50_fpn.py │ │ │ ├── faster_rcnn_r50_fpn.py │ │ │ ├── mask_rcnn_r50_caffe_c4.py │ │ │ ├── mask_rcnn_r50_fpn.py │ │ │ └── retinanet_r50_fpn.py │ │ └── schedules │ │ │ ├── schedule_1x.py │ │ │ └── schedule_2x.py │ ├── cascade_rcnn │ │ ├── cascade_mask_rcnn_r50_fpn_1x_coco.py │ │ └── cascade_rcnn_r50_fpn_1x_coco.py │ ├── common │ │ ├── lsj_100e_coco_detection.py │ │ ├── lsj_100e_coco_instance.py │ │ ├── lsj_200e_coco_detection.py │ │ ├── lsj_200e_coco_instance.py │ │ ├── ms_3x_coco.py │ │ ├── ms_3x_coco_instance.py │ │ ├── ms_90k_coco.py │ │ ├── ms_poly_3x_coco_instance.py │ │ ├── ms_poly_90k_coco_instance.py │ │ ├── ssj_270_coco_instance.py │ │ └── ssj_scp_270k_coco_instance.py │ ├── deformable_detr │ │ ├── deformable_detr_r50_16xb2_50e_coco.py │ │ ├── deformable_detr_refine_r50_16xb2_50e_coco.py │ │ └── deformable_detr_refine_twostage_r50_16xb2_50e_coco.py │ ├── detr │ │ ├── detr_r101_8xb2_500e_coco.py │ │ ├── detr_r18_8xb2_500e_coco.py │ │ ├── detr_r50_8xb2_150e_coco.py │ │ └── detr_r50_8xb2_500e_coco.py │ ├── dino │ │ ├── dino_4scale_r50_8xb2_12e_coco.py │ │ ├── dino_4scale_r50_8xb2_24e_coco.py │ │ ├── dino_4scale_r50_8xb2_36e_coco.py │ │ ├── dino_4scale_r50_improved_8xb2_12e_coco.py │ │ ├── dino_5scale_swin_l_8xb2_12e_coco.py │ │ └── dino_5scale_swin_l_8xb2_36e_coco.py │ ├── faster_rcnn │ │ └── faster_rcnn_r50_fpn_1x_coco.py │ ├── mask_rcnn │ │ ├── mask_rcnn_r101_caffe_fpn_1x_coco.py │ │ ├── mask_rcnn_r101_caffe_fpn_ms_poly_3x_coco.py │ │ ├── mask_rcnn_r101_fpn_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_2x_coco.py │ │ ├── mask_rcnn_r101_fpn_8xb8_amp_lsj_200e_coco.py │ │ ├── mask_rcnn_r101_fpn_ms_poly_3x_coco.py │ │ ├── mask_rcnn_r18_fpn_8xb8_amp_lsj_200e_coco.py │ │ ├── mask_rcnn_r50_caffe_c4_1x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_1x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_ms_1x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_ms_poly_1x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_ms_poly_2x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_ms_poly_3x_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_8xb8_amp_lsj_200e_coco.py │ │ ├── mask_rcnn_r50_fpn_amp_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_ms_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_ms_poly_3x_coco.py │ │ ├── mask_rcnn_x101_32x8d_fpn_1x_coco.py │ │ ├── mask_rcnn_x101_32x8d_fpn_ms_poly_1x_coco.py │ │ ├── mask_rcnn_x101_32x8d_fpn_ms_poly_3x_coco.py │ │ ├── mask_rcnn_x101_64_4d_fpn_1x_coco.py │ │ ├── mask_rcnn_x101_64x4d_fpn_2x_coco.py │ │ └── mask_rcnn_x101_64x4d_fpn_ms_poly_3x_coco.py │ ├── maskformer │ │ ├── maskformer_r50_ms_16xb1_75e_coco.py │ │ └── maskformer_swin_l_p4_w12_64xb1_ms_300e_coco.py │ ├── panoptic_fpn │ │ ├── panoptic_fpn_r101_fpn_1x_coco.py │ │ ├── panoptic_fpn_r101_fpn_ms_3x_coco.py │ │ ├── panoptic_fpn_r50_fpn_1x_coco.py │ │ └── panoptic_fpn_r50_fpn_ms_3x_coco.py │ ├── qdtrack │ │ ├── qdtrack_faster_rcnn_r50_fpn_4e_base.py │ │ └── qdtrack_faster_rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py │ ├── retinanet │ │ ├── retinanet_r50_fpn_1x_coco.py │ │ └── retinanet_tta.py │ └── rtmdet │ │ ├── rtmdet_ins_l_8xb32_300e_coco.py │ │ ├── rtmdet_ins_m_8xb32_300e_coco.py │ │ ├── rtmdet_ins_s_8xb32_300e_coco.py │ │ ├── rtmdet_ins_tiny_8xb32_300e_coco.py │ │ ├── rtmdet_ins_x_8xb16_300e_coco.py │ │ ├── rtmdet_l_8xb32_300e_coco.py │ │ ├── rtmdet_m_8xb32_300e_coco.py │ │ ├── rtmdet_s_8xb32_300e_coco.py │ │ ├── rtmdet_tiny_8xb32_300e_coco.py │ │ ├── rtmdet_tta.py │ │ └── rtmdet_x_8xb32_300e_coco.py ├── datasets │ ├── UAVDT.py │ ├── VisDrone.py │ ├── __init__.py │ ├── ade20k.py │ ├── api_wrappers │ │ ├── __init__.py │ │ ├── coco_api.py │ │ └── cocoeval_mp.py │ ├── base_det_dataset.py │ ├── base_semseg_dataset.py │ ├── base_video_dataset.py │ ├── builder.py │ ├── cityscapes.py │ ├── coco.py │ ├── coco_caption.py │ ├── coco_panoptic.py │ ├── coco_semantic.py │ ├── crowdhuman.py │ ├── custom.py │ ├── dataset_wrappers.py │ ├── deepfashion.py │ ├── dod.py │ ├── dsdl.py │ ├── flickr30k.py │ ├── isaid.py │ ├── lvis.py │ ├── mdetr_style_refcoco.py │ ├── mot_challenge_dataset.py │ ├── objects365.py │ ├── odvg.py │ ├── openimages.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── auto_augment.py │ │ ├── compose.py │ │ ├── formating.py │ │ ├── instaboost.py │ │ ├── loading.py │ │ ├── test_time_aug.py │ │ └── transforms.py │ ├── refcoco.py │ ├── reid_dataset.py │ ├── samplers │ │ ├── __init__.py │ │ ├── batch_sampler.py │ │ ├── class_aware_sampler.py │ │ ├── custom_sample_size_sampler.py │ │ ├── multi_data_sampler.py │ │ ├── multi_source_sampler.py │ │ └── track_img_sampler.py │ ├── transforms │ │ ├── __init__.py │ │ ├── augment_wrappers.py │ │ ├── colorspace.py │ │ ├── formatting.py │ │ ├── frame_sampling.py │ │ ├── geometric.py │ │ ├── instaboost.py │ │ ├── keypoint_structure.py │ │ ├── loading.py │ │ ├── mix_img_transforms.py │ │ ├── text_transformers.py │ │ ├── transformers_glip.py │ │ ├── transforms.py │ │ └── wrappers.py │ ├── utils.py │ ├── v3det.py │ ├── voc.py │ ├── wider_face.py │ ├── xml_style.py │ ├── yolov5_coco.py │ ├── yolov5_dota.py │ ├── yolov5_voc.py │ └── youtube_vis_dataset.py ├── engine │ ├── __init__.py │ ├── hooks │ │ ├── __init__.py │ │ ├── checkloss_hook.py │ │ ├── mean_teacher_hook.py │ │ ├── memory_profiler_hook.py │ │ ├── num_class_check_hook.py │ │ ├── pipeline_switch_hook.py │ │ ├── ppyoloe_param_scheduler_hook.py │ │ ├── set_epoch_info_hook.py │ │ ├── switch_to_deploy_hook.py │ │ ├── sync_norm_hook.py │ │ ├── utils.py │ │ ├── visualization_hook.py │ │ ├── yolov5_param_scheduler_hook.py │ │ └── yolox_mode_switch_hook.py │ ├── optimizers │ │ ├── __init__.py │ │ ├── layer_decay_optimizer_constructor.py │ │ ├── yolov5_optim_constructor.py │ │ └── yolov7_optim_wrapper_constructor.py │ ├── runner │ │ ├── __init__.py │ │ └── loops.py │ └── schedulers │ │ ├── __init__.py │ │ └── quadratic_warmup.py ├── evaluation │ ├── __init__.py │ ├── evaluator │ │ ├── __init__.py │ │ └── multi_datasets_evaluator.py │ ├── functional │ │ ├── __init__.py │ │ ├── bbox_overlaps.py │ │ ├── cityscapes_utils.py │ │ ├── class_names.py │ │ ├── mean_ap.py │ │ ├── panoptic_utils.py │ │ ├── recall.py │ │ ├── ytvis.py │ │ └── ytviseval.py │ └── metrics │ │ ├── __init__.py │ │ ├── base_video_metric.py │ │ ├── cityscapes_metric.py │ │ ├── coco_caption_metric.py │ │ ├── coco_metric.py │ │ ├── coco_occluded_metric.py │ │ ├── coco_panoptic_metric.py │ │ ├── coco_video_metric.py │ │ ├── crowdhuman_metric.py │ │ ├── dod_metric.py │ │ ├── dump_det_results.py │ │ ├── dump_odvg_results.py │ │ ├── dump_proposals_metric.py │ │ ├── flickr30k_metric.py │ │ ├── grefcoco_metric.py │ │ ├── lvis_metric.py │ │ ├── mot_challenge_metric.py │ │ ├── openimages_metric.py │ │ ├── ov_coco_metric.py │ │ ├── refexp_metric.py │ │ ├── refseg_metric.py │ │ ├── reid_metric.py │ │ ├── semseg_metric.py │ │ ├── voc_metric.py │ │ └── youtube_vis_metric.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── base_backbone.py │ │ ├── csp_darknet.py │ │ ├── csp_resnet.py │ │ ├── cspnext.py │ │ ├── darknet.py │ │ ├── detectors_resnet.py │ │ ├── detectors_resnext.py │ │ ├── efficient_rep.py │ │ ├── efficientnet.py │ │ ├── hourglass.py │ │ ├── hrnet.py │ │ ├── mobilenet_v2.py │ │ ├── ppyolo_csp_resnet.py │ │ ├── pvt.py │ │ ├── regnet.py │ │ ├── remnet.py │ │ ├── res2net.py │ │ ├── resnest.py │ │ ├── resnet.py │ │ ├── resnext.py │ │ ├── ssd_vgg.py │ │ ├── swin.py │ │ ├── trident_resnet.py │ │ ├── yolo_csp_darknet.py │ │ └── yolov7_backbone.py │ ├── data_preprocessors │ │ ├── __init__.py │ │ ├── data_preprocessor.py │ │ ├── reid_data_preprocessor.py │ │ └── track_data_preprocessor.py │ ├── dense_heads │ │ ├── __init__.py │ │ ├── anchor_free_head.py │ │ ├── anchor_head.py │ │ ├── atss_head.py │ │ ├── atss_vlfusion_head.py │ │ ├── autoassign_head.py │ │ ├── base_dense_head.py │ │ ├── base_mask_head.py │ │ ├── boxinst_head.py │ │ ├── cascade_rpn_head.py │ │ ├── centernet_head.py │ │ ├── centernet_update_head.py │ │ ├── centripetal_head.py │ │ ├── condinst_head.py │ │ ├── conditional_detr_head.py │ │ ├── corner_head.py │ │ ├── dab_detr_head.py │ │ ├── ddod_head.py │ │ ├── ddq_detr_head.py │ │ ├── deformable_detr_head.py │ │ ├── dense_test_mixins.py │ │ ├── detr_head.py │ │ ├── dino_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 │ │ ├── grounding_dino_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 │ │ ├── ppyoloe_head.py │ │ ├── reppoints_head.py │ │ ├── retina_head.py │ │ ├── retina_sepbn_head.py │ │ ├── rpn_head.py │ │ ├── rtmdet_head.py │ │ ├── rtmdet_ins_head.py │ │ ├── rtmdet_rotated_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 │ │ ├── yolov5_head.py │ │ ├── yolov5_ins_head.py │ │ ├── yolov6_head.py │ │ ├── yolov7_head.py │ │ ├── yolov8_head.py │ │ └── yolox_head.py │ ├── detectors │ │ ├── __init__.py │ │ ├── atss.py │ │ ├── autoassign.py │ │ ├── base.py │ │ ├── base_detr.py │ │ ├── boxinst.py │ │ ├── cascade_rcnn.py │ │ ├── centernet.py │ │ ├── condinst.py │ │ ├── conditional_detr.py │ │ ├── cornernet.py │ │ ├── crowddet.py │ │ ├── d2_wrapper.py │ │ ├── dab_detr.py │ │ ├── ddod.py │ │ ├── ddq_detr.py │ │ ├── deformable_detr.py │ │ ├── detr.py │ │ ├── dino.py │ │ ├── fast_rcnn.py │ │ ├── faster_rcnn.py │ │ ├── fcos.py │ │ ├── fovea.py │ │ ├── fsaf.py │ │ ├── gfl.py │ │ ├── glip.py │ │ ├── grid_rcnn.py │ │ ├── grounding_dino.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 │ │ ├── rtmdet.py │ │ ├── scnet.py │ │ ├── semi_base.py │ │ ├── single_stage.py │ │ ├── single_stage_instance_seg.py │ │ ├── soft_teacher.py │ │ ├── solo.py │ │ ├── solov2.py │ │ ├── sparse_rcnn.py │ │ ├── tood.py │ │ ├── trident_faster_rcnn.py │ │ ├── two_stage.py │ │ ├── vfnet.py │ │ ├── yolact.py │ │ ├── yolo.py │ │ ├── yolo_detector.py │ │ ├── yolof.py │ │ └── yolox.py │ ├── language_models │ │ ├── __init__.py │ │ └── bert.py │ ├── layers │ │ ├── __init__.py │ │ ├── activations.py │ │ ├── bbox_nms.py │ │ ├── brick_wrappers.py │ │ ├── conv_upsample.py │ │ ├── csp_layer.py │ │ ├── dropblock.py │ │ ├── ema.py │ │ ├── inverted_residual.py │ │ ├── layers_remnet.py │ │ ├── matrix_nms.py │ │ ├── msdeformattn_pixel_decoder.py │ │ ├── normed_predictor.py │ │ ├── pixel_decoder.py │ │ ├── positional_encoding.py │ │ ├── res_layer.py │ │ ├── se_layer.py │ │ ├── transformer │ │ │ ├── __init__.py │ │ │ ├── conditional_detr_layers.py │ │ │ ├── dab_detr_layers.py │ │ │ ├── ddq_detr_layers.py │ │ │ ├── deformable_detr_layers.py │ │ │ ├── detr_layers.py │ │ │ ├── dino_layers.py │ │ │ ├── grounding_dino_layers.py │ │ │ ├── mask2former_layers.py │ │ │ └── utils.py │ │ ├── utils_custom.py │ │ └── yolo_bricks.py │ ├── losses │ │ ├── __init__.py │ │ ├── accuracy.py │ │ ├── ae_loss.py │ │ ├── balanced_l1_loss.py │ │ ├── cross_entropy_loss.py │ │ ├── ddq_detr_aux_loss.py │ │ ├── dice_loss.py │ │ ├── eqlv2_loss.py │ │ ├── focal_loss.py │ │ ├── gaussian_focal_loss.py │ │ ├── gfocal_loss.py │ │ ├── ghm_loss.py │ │ ├── iou_loss.py │ │ ├── kd_loss.py │ │ ├── l2_loss.py │ │ ├── margin_loss.py │ │ ├── mse_loss.py │ │ ├── multipos_cross_entropy_loss.py │ │ ├── oks_loss.py │ │ ├── pisa_loss.py │ │ ├── seesaw_loss.py │ │ ├── smooth_l1_loss.py │ │ ├── triplet_loss.py │ │ ├── utils.py │ │ └── varifocal_loss.py │ ├── mot │ │ ├── __init__.py │ │ ├── base.py │ │ ├── bytetrack.py │ │ ├── deep_sort.py │ │ ├── ocsort.py │ │ ├── qdtrack.py │ │ └── strongsort.py │ ├── necks │ │ ├── __init__.py │ │ ├── base_yolo_neck.py │ │ ├── bfp.py │ │ ├── channel_mapper.py │ │ ├── cspnext_pafpn.py │ │ ├── ct_resnet_neck.py │ │ ├── dilated_encoder.py │ │ ├── dyhead.py │ │ ├── fpg.py │ │ ├── fpn.py │ │ ├── fpn_carafe.py │ │ ├── fpn_dropblock.py │ │ ├── hrfpn.py │ │ ├── nas_fpn.py │ │ ├── nasfcos_fpn.py │ │ ├── necks_remdet.py │ │ ├── pafpn.py │ │ ├── ppyoloe_csppan.py │ │ ├── rfp.py │ │ ├── ssd_neck.py │ │ ├── ssh.py │ │ ├── yolo_neck.py │ │ ├── yolov5_pafpn.py │ │ ├── yolov6_pafpn.py │ │ ├── yolov7_pafpn.py │ │ ├── yolov8_pafpn.py │ │ └── yolox_pafpn.py │ ├── plugins │ │ ├── __init__.py │ │ └── cbam.py │ ├── reid │ │ ├── __init__.py │ │ ├── base_reid.py │ │ ├── fc_module.py │ │ ├── gap.py │ │ └── linear_reid_head.py │ ├── roi_heads │ │ ├── __init__.py │ │ ├── base_roi_head.py │ │ ├── bbox_heads │ │ │ ├── __init__.py │ │ │ ├── bbox_head.py │ │ │ ├── convfc_bbox_head.py │ │ │ ├── dii_head.py │ │ │ ├── double_bbox_head.py │ │ │ ├── multi_instance_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 │ │ │ ├── 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 │ │ ├── multi_instance_roi_head.py │ │ ├── pisa_roi_head.py │ │ ├── point_rend_roi_head.py │ │ ├── roi_extractors │ │ │ ├── __init__.py │ │ │ ├── base_roi_extractor.py │ │ │ ├── generic_roi_extractor.py │ │ │ └── single_level_roi_extractor.py │ │ ├── scnet_roi_head.py │ │ ├── shared_heads │ │ │ ├── __init__.py │ │ │ └── res_layer.py │ │ ├── sparse_roi_head.py │ │ ├── standard_roi_head.py │ │ ├── test_mixins.py │ │ └── trident_roi_head.py │ ├── seg_heads │ │ ├── __init__.py │ │ ├── base_semantic_head.py │ │ ├── panoptic_fpn_head.py │ │ └── panoptic_fusion_heads │ │ │ ├── __init__.py │ │ │ ├── base_panoptic_fusion_head.py │ │ │ ├── heuristic_fusion_head.py │ │ │ └── maskformer_fusion_head.py │ ├── task_modules │ │ ├── __init__.py │ │ ├── assigners │ │ │ ├── __init__.py │ │ │ ├── approx_max_iou_assigner.py │ │ │ ├── assign_result.py │ │ │ ├── atss_assigner.py │ │ │ ├── base_assigner.py │ │ │ ├── batch_atss_assigner.py │ │ │ ├── batch_dsl_assigner.py │ │ │ ├── batch_task_aligned_assigner.py │ │ │ ├── batch_yolov7_assigner.py │ │ │ ├── center_region_assigner.py │ │ │ ├── dynamic_soft_label_assigner.py │ │ │ ├── grid_assigner.py │ │ │ ├── hungarian_assigner.py │ │ │ ├── iou2d_calculator.py │ │ │ ├── match_cost.py │ │ │ ├── max_iou_assigner.py │ │ │ ├── multi_instance_assigner.py │ │ │ ├── point_assigner.py │ │ │ ├── region_assigner.py │ │ │ ├── sim_ota_assigner.py │ │ │ ├── task_aligned_assigner.py │ │ │ ├── topk_hungarian_assigner.py │ │ │ ├── uniform_assigner.py │ │ │ └── utils.py │ │ ├── builder.py │ │ ├── coders │ │ │ ├── __init__.py │ │ │ ├── base_bbox_coder.py │ │ │ ├── bucketing_bbox_coder.py │ │ │ ├── delta_xywh_bbox_coder.py │ │ │ ├── distance_angle_point_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 │ │ │ ├── yolov5_bbox_coder.py │ │ │ └── yolox_bbox_coder.py │ │ ├── prior_generators │ │ │ ├── __init__.py │ │ │ ├── anchor_generator.py │ │ │ ├── point_generator.py │ │ │ └── utils.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ ├── base_sampler.py │ │ │ ├── combined_sampler.py │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ ├── mask_pseudo_sampler.py │ │ │ ├── mask_sampling_result.py │ │ │ ├── multi_instance_random_sampler.py │ │ │ ├── multi_instance_sampling_result.py │ │ │ ├── ohem_sampler.py │ │ │ ├── pseudo_sampler.py │ │ │ ├── random_sampler.py │ │ │ ├── sampling_result.py │ │ │ └── score_hlr_sampler.py │ │ └── tracking │ │ │ ├── __init__.py │ │ │ ├── aflink.py │ │ │ ├── camera_motion_compensation.py │ │ │ ├── interpolation.py │ │ │ ├── kalman_filter.py │ │ │ └── similarity.py │ ├── test_time_augs │ │ ├── __init__.py │ │ ├── det_tta.py │ │ └── merge_augs.py │ ├── trackers │ │ ├── __init__.py │ │ ├── base_tracker.py │ │ ├── byte_tracker.py │ │ ├── masktrack_rcnn_tracker.py │ │ ├── ocsort_tracker.py │ │ ├── quasi_dense_tracker.py │ │ ├── sort_tracker.py │ │ └── strongsort_tracker.py │ ├── tracking_heads │ │ ├── __init__.py │ │ ├── mask2former_track_head.py │ │ ├── quasi_dense_embed_head.py │ │ ├── quasi_dense_track_head.py │ │ ├── roi_embed_head.py │ │ └── roi_track_head.py │ ├── utils │ │ ├── __init__.py │ │ ├── boxam_utils.py │ │ ├── collect_env.py │ │ ├── gaussian_target.py │ │ ├── image.py │ │ ├── large_image.py │ │ ├── make_divisible.py │ │ ├── misc.py │ │ ├── panoptic_gt_processing.py │ │ ├── point_sample.py │ │ ├── vlfuse_helper.py │ │ └── wbf.py │ └── vis │ │ ├── __init__.py │ │ ├── mask2former_vis.py │ │ └── masktrack_rcnn.py ├── registry.py ├── structures │ ├── __init__.py │ ├── bbox │ │ ├── __init__.py │ │ ├── base_boxes.py │ │ ├── bbox_overlaps.py │ │ ├── box_type.py │ │ ├── horizontal_boxes.py │ │ └── transforms.py │ ├── det_data_sample.py │ ├── mask │ │ ├── __init__.py │ │ ├── mask_target.py │ │ ├── structures.py │ │ └── utils.py │ ├── reid_data_sample.py │ └── track_data_sample.py ├── testing │ ├── __init__.py │ ├── _fast_stop_training_hook.py │ └── _utils.py ├── utils │ ├── __init__.py │ ├── benchmark.py │ ├── boxam_utils.py │ ├── collect_env.py │ ├── compat_config.py │ ├── contextmanagers.py │ ├── dist_utils.py │ ├── labelme_utils.py │ ├── large_image.py │ ├── logger.py │ ├── memory.py │ ├── misc.py │ ├── mot_error_visualize.py │ ├── profiling.py │ ├── replace_cfg_vals.py │ ├── setup_env.py │ ├── split_batch.py │ ├── typing_utils.py │ ├── util_mixins.py │ └── util_random.py ├── version.py └── visualization │ ├── __init__.py │ ├── local_visualizer.py │ └── palette.py ├── model-index.yml ├── pytest.ini ├── requirements.txt ├── requirements ├── albu.txt ├── build.txt ├── docs.txt ├── mminstall.txt ├── multimodal.txt ├── optional.txt ├── readthedocs.txt ├── runtime.txt ├── tests.txt └── tracking.txt ├── resources ├── Figure1.png ├── Figure2.png ├── mscoco │ ├── remdet_m_coco.log │ ├── remdet_s_coco.log │ └── remdet_tiny_coco.log ├── remdet_l │ └── 20240724_055016.log ├── remdet_m │ └── 20240724_083541.log ├── remdet_s │ └── 20240724_110347.log ├── remdet_tiny │ └── 20240724_133030.log └── remdet_x │ └── 20240728_082805.log ├── setup.cfg ├── setup.py └── tools ├── analysis_tools ├── analyze_logs.py ├── analyze_results.py ├── benchmark.py ├── browse_dataset.py ├── browse_grounding_dataset.py ├── browse_grounding_raw.py ├── coco_error_analysis.py ├── coco_occluded_separated_recall.py ├── confusion_matrix.py ├── eval_metric.py ├── fuse_results.py ├── get_flops.py ├── mot │ ├── browse_dataset.py │ ├── dist_mot_search.sh │ ├── mot_error_visualize.py │ ├── mot_param_search.py │ └── slurm_mot_search.sh ├── optimize_anchors.py ├── robustness_eval.py └── test_robustness.py ├── dataset_converters ├── ade20k2coco.py ├── cityscapes.py ├── coco2odvg.py ├── coco2ovd.py ├── coco_stuff164k.py ├── crowdhuman2coco.py ├── extract_coco_from_mixed.py ├── fix_o365_names.py ├── goldg2odvg.py ├── grit2odvg.py ├── grit_processing.py ├── images2coco.py ├── lvis2odvg.py ├── lvis2ovd.py ├── mot2coco.py ├── mot2reid.py ├── openimages2odvg.py ├── pascal_voc.py ├── prepare_coco_semantic_annos_from_panoptic_annos.py ├── refcoco2odvg.py ├── remove_cocotrain2017_from_refcoco.py ├── scripts │ ├── preprocess_coco2017.sh │ ├── preprocess_voc2007.sh │ └── preprocess_voc2012.sh ├── youtubevis2coco.py └── zhiyuan_objv2_train_names_fix.csv ├── deployment ├── mmdet2torchserve.py ├── mmdet_handler.py └── test_torchserver.py ├── dist_test.sh ├── dist_test_tracking.sh ├── dist_train.sh ├── misc ├── download_dataset.py ├── gen_coco_panoptic_test_info.py ├── get_crowdhuman_id_hw.py ├── get_image_metas.py ├── print_config.py ├── split_coco.py └── split_odvg.py ├── model_converters ├── detectron2_to_mmdet.py ├── detectron2pytorch.py ├── detic_to_mmdet.py ├── glip_to_mmdet.py ├── groundingdino_to_mmdet.py ├── publish_model.py ├── regnet2mmdet.py ├── selfsup2mmdet.py ├── swinv1_to_mmdet.py ├── upgrade_model_version.py └── upgrade_ssd_version.py ├── slurm_test.sh ├── slurm_test_tracking.sh ├── slurm_train.sh ├── test.py ├── test_tracking.py └── train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HZAI-ZJNU/RemDet/HEAD/.gitignore -------------------------------------------------------------------------------- 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