├── README.md ├── images ├── FCOS.jpg ├── SSD.jpg ├── mask-rcnn.jpg └── yolov3.jpg ├── version2.25.2 ├── PointGame-D-RISE.py ├── PointGame-GradCAM.py ├── README.md ├── configs │ ├── _base_ │ │ ├── datasets │ │ │ ├── cityscapes_detection.py │ │ │ ├── cityscapes_instance.py │ │ │ ├── coco_detection.py │ │ │ ├── coco_instance.py │ │ │ ├── coco_instance_semantic.py │ │ │ ├── coco_panoptic.py │ │ │ ├── deepfashion.py │ │ │ ├── lvis_v0.5_instance.py │ │ │ ├── lvis_v1_instance.py │ │ │ ├── voc0712.py │ │ │ └── wider_face.py │ │ ├── default_runtime.py │ │ ├── models │ │ │ ├── cascade_mask_rcnn_r50_fpn.py │ │ │ ├── cascade_rcnn_r50_fpn.py │ │ │ ├── fast_rcnn_r50_fpn.py │ │ │ ├── faster_rcnn_r50_caffe_c4.py │ │ │ ├── faster_rcnn_r50_caffe_dc5.py │ │ │ ├── faster_rcnn_r50_fpn.py │ │ │ ├── mask_rcnn_r50_caffe_c4.py │ │ │ ├── mask_rcnn_r50_fpn.py │ │ │ ├── retinanet_r50_fpn.py │ │ │ ├── rpn_r50_caffe_c4.py │ │ │ ├── rpn_r50_fpn.py │ │ │ └── ssd300.py │ │ └── schedules │ │ │ ├── schedule_1x.py │ │ │ ├── schedule_20e.py │ │ │ └── schedule_2x.py │ ├── albu_example │ │ ├── README.md │ │ └── mask_rcnn_r50_fpn_albu_1x_coco.py │ ├── atss │ │ ├── README.md │ │ ├── atss_r101_fpn_1x_coco.py │ │ ├── atss_r50_fpn_1x_coco.py │ │ └── metafile.yml │ ├── autoassign │ │ ├── README.md │ │ ├── autoassign_r50_fpn_8x2_1x_coco.py │ │ └── metafile.yml │ ├── 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_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_r101_fpn_1x_coco.py │ │ ├── cascade_mask_rcnn_r101_fpn_20e_coco.py │ │ ├── cascade_mask_rcnn_r101_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_r50_caffe_fpn_1x_coco.py │ │ ├── cascade_mask_rcnn_r50_caffe_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_r50_fpn_1x_coco.py │ │ ├── cascade_mask_rcnn_r50_fpn_20e_coco.py │ │ ├── cascade_mask_rcnn_r50_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_1x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_20e_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x8d_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_x101_64x4d_fpn_1x_coco.py │ │ ├── cascade_mask_rcnn_x101_64x4d_fpn_20e_coco.py │ │ ├── cascade_mask_rcnn_x101_64x4d_fpn_mstrain_3x_coco.py │ │ ├── cascade_rcnn_r101_caffe_fpn_1x_coco.py │ │ ├── cascade_rcnn_r101_fpn_1x_coco.py │ │ ├── cascade_rcnn_r101_fpn_20e_coco.py │ │ ├── cascade_rcnn_r50_caffe_fpn_1x_coco.py │ │ ├── cascade_rcnn_r50_fpn_1x_coco.py │ │ ├── cascade_rcnn_r50_fpn_20e_coco.py │ │ ├── cascade_rcnn_x101_32x4d_fpn_1x_coco.py │ │ ├── cascade_rcnn_x101_32x4d_fpn_20e_coco.py │ │ ├── cascade_rcnn_x101_64x4d_fpn_1x_coco.py │ │ ├── cascade_rcnn_x101_64x4d_fpn_20e_coco.py │ │ └── metafile.yml │ ├── cascade_rpn │ │ ├── README.md │ │ ├── crpn_fast_rcnn_r50_caffe_fpn_1x_coco.py │ │ ├── crpn_faster_rcnn_r50_caffe_fpn_1x_coco.py │ │ ├── crpn_r50_caffe_fpn_1x_coco.py │ │ └── metafile.yml │ ├── centernet │ │ ├── README.md │ │ ├── centernet_resnet18_140e_coco.py │ │ ├── centernet_resnet18_dcnv2_140e_coco.py │ │ └── metafile.yml │ ├── centripetalnet │ │ ├── README.md │ │ ├── centripetalnet_hourglass104_mstest_16x6_210e_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_instance.py │ │ ├── mstrain-poly_3x_coco_instance.py │ │ ├── mstrain_3x_coco.py │ │ └── mstrain_3x_coco_instance.py │ ├── cornernet │ │ ├── README.md │ │ ├── cornernet_hourglass104_mstest_10x5_210e_coco.py │ │ ├── cornernet_hourglass104_mstest_32x3_210e_coco.py │ │ ├── cornernet_hourglass104_mstest_8x6_210e_coco.py │ │ └── metafile.yml │ ├── dcn │ │ ├── README.md │ │ ├── cascade_mask_rcnn_r101_fpn_dconv_c3-c5_1x_coco.py │ │ ├── cascade_mask_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_dconv_c3-c5_1x_coco.py │ │ ├── cascade_rcnn_r101_fpn_dconv_c3-c5_1x_coco.py │ │ ├── cascade_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py │ │ ├── faster_rcnn_r101_fpn_dconv_c3-c5_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_dpool_1x_coco.py │ │ ├── faster_rcnn_x101_32x4d_fpn_dconv_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_dconv_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_dconv_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_fp16_dconv_c3-c5_1x_coco.py │ │ └── metafile.yml │ ├── dcnv2 │ │ ├── README.md │ │ ├── faster_rcnn_r50_fpn_mdconv_c3-c5_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_mdconv_c3-c5_group4_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_mdpool_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_fp16_mdconv_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_mdconv_c3-c5_1x_coco.py │ │ └── metafile.yml │ ├── deepfashion │ │ ├── README.md │ │ └── mask_rcnn_r50_fpn_15e_deepfashion.py │ ├── deformable_detr │ │ ├── README.md │ │ ├── deformable_detr_r50_16x2_50e_coco.py │ │ ├── deformable_detr_refine_r50_16x2_50e_coco.py │ │ ├── deformable_detr_twostage_refine_r50_16x2_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_r50_8x2_150e_coco.py │ │ └── metafile.yml │ ├── double_heads │ │ ├── README.md │ │ ├── dh_faster_rcnn_r50_fpn_1x_coco.py │ │ └── metafile.yml │ ├── dynamic_rcnn │ │ ├── README.md │ │ ├── dynamic_rcnn_r50_fpn_1x_coco.py │ │ └── metafile.yml │ ├── empirical_attention │ │ ├── README.md │ │ ├── faster_rcnn_r50_fpn_attention_0010_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_attention_0010_dcn_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_attention_1111_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_attention_1111_dcn_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_mstrain_3x_coco.py │ │ ├── faster_rcnn_r101_fpn_1x_coco.py │ │ ├── faster_rcnn_r101_fpn_2x_coco.py │ │ ├── faster_rcnn_r101_fpn_mstrain_3x_coco.py │ │ ├── faster_rcnn_r50_caffe_c4_1x_coco.py │ │ ├── faster_rcnn_r50_caffe_dc5_1x_coco.py │ │ ├── faster_rcnn_r50_caffe_dc5_mstrain_1x_coco.py │ │ ├── faster_rcnn_r50_caffe_dc5_mstrain_3x_coco.py │ │ ├── faster_rcnn_r50_caffe_fpn_1x_coco.py │ │ ├── faster_rcnn_r50_caffe_fpn_90k_coco.py │ │ ├── faster_rcnn_r50_caffe_fpn_mstrain_1x_coco-person-bicycle-car.py │ │ ├── faster_rcnn_r50_caffe_fpn_mstrain_1x_coco-person.py │ │ ├── faster_rcnn_r50_caffe_fpn_mstrain_1x_coco.py │ │ ├── faster_rcnn_r50_caffe_fpn_mstrain_2x_coco.py │ │ ├── faster_rcnn_r50_caffe_fpn_mstrain_3x_coco.py │ │ ├── faster_rcnn_r50_caffe_fpn_mstrain_90k_coco.py │ │ ├── faster_rcnn_r50_fpn_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_2x_coco.py │ │ ├── faster_rcnn_r50_fpn_bounded_iou_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_ciou_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_fp16_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_giou_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_iou_1x_coco.py │ │ ├── faster_rcnn_r50_fpn_mstrain_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_mstrain_3x_coco.py │ │ ├── faster_rcnn_x101_32x8d_fpn_mstrain_3x_coco.py │ │ ├── faster_rcnn_x101_64x4d_fpn_1x_coco.py │ │ ├── faster_rcnn_x101_64x4d_fpn_2x_coco.py │ │ ├── faster_rcnn_x101_64x4d_fpn_mstrain_3x_coco.py │ │ └── metafile.yml │ ├── fcos │ │ ├── README.md │ │ ├── fcos_center-normbbox-centeronreg-giou_r50_caffe_fpn_gn-head_1x_coco.py │ │ ├── fcos_center-normbbox-centeronreg-giou_r50_caffe_fpn_gn-head_dcn_1x_coco.py │ │ ├── fcos_center_r50_caffe_fpn_gn-head_1x_coco.py │ │ ├── fcos_r101_caffe_fpn_gn-head_1x_coco.py │ │ ├── fcos_r101_caffe_fpn_gn-head_mstrain_640-800_2x_coco.py │ │ ├── fcos_r50_caffe_fpn_gn-head_1x_coco.py │ │ ├── fcos_r50_caffe_fpn_gn-head_4x4_1x_coco.py │ │ ├── fcos_r50_caffe_fpn_gn-head_mstrain_640-800_2x_coco.py │ │ ├── fcos_x101_64x4d_fpn_gn-head_mstrain_640-800_2x_coco.py │ │ └── metafile.yml │ ├── foveabox │ │ ├── README.md │ │ ├── fovea_align_r101_fpn_gn-head_4x4_2x_coco.py │ │ ├── fovea_align_r101_fpn_gn-head_mstrain_640-800_4x4_2x_coco.py │ │ ├── fovea_align_r50_fpn_gn-head_4x4_2x_coco.py │ │ ├── fovea_align_r50_fpn_gn-head_mstrain_640-800_4x4_2x_coco.py │ │ ├── fovea_r101_fpn_4x4_1x_coco.py │ │ ├── fovea_r101_fpn_4x4_2x_coco.py │ │ ├── fovea_r50_fpn_4x4_1x_coco.py │ │ ├── fovea_r50_fpn_4x4_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 │ │ ├── metafile.yml │ │ ├── retinanet_free_anchor_r101_fpn_1x_coco.py │ │ ├── retinanet_free_anchor_r50_fpn_1x_coco.py │ │ └── retinanet_free_anchor_x101_32x4d_fpn_1x_coco.py │ ├── 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_fpn_syncbn-backbone_1x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_dconv_c3-c5_1x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_dconv_c3-c5_r16_gcb_c3-c5_1x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_dconv_c3-c5_r4_gcb_c3-c5_1x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r4_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_r16_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_r4_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_syncbn-backbone_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_syncbn-backbone_r4_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_r16_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_r4_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_syncbn-backbone_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_syncbn-backbone_r4_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_x101_32x4d_fpn_syncbn-backbone_1x_coco.py │ │ ├── mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco.py │ │ ├── mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r4_gcb_c3-c5_1x_coco.py │ │ └── metafile.yml │ ├── gfl │ │ ├── README.md │ │ ├── gfl_r101_fpn_dconv_c3-c5_mstrain_2x_coco.py │ │ ├── gfl_r101_fpn_mstrain_2x_coco.py │ │ ├── gfl_r50_fpn_1x_coco.py │ │ ├── gfl_r50_fpn_mstrain_2x_coco.py │ │ ├── gfl_x101_32x4d_fpn_dconv_c4-c5_mstrain_2x_coco.py │ │ ├── gfl_x101_32x4d_fpn_mstrain_2x_coco.py │ │ └── metafile.yml │ ├── ghm │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── retinanet_ghm_r101_fpn_1x_coco.py │ │ ├── retinanet_ghm_r50_fpn_1x_coco.py │ │ ├── retinanet_ghm_x101_32x4d_fpn_1x_coco.py │ │ └── retinanet_ghm_x101_64x4d_fpn_1x_coco.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_fpn_gn-all_2x_coco.py │ │ ├── mask_rcnn_r50_fpn_gn-all_3x_coco.py │ │ ├── mask_rcnn_r50_fpn_gn-all_contrib_2x_coco.py │ │ ├── mask_rcnn_r50_fpn_gn-all_contrib_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 │ │ ├── faster_rcnn_r50_fpn_groie_1x_coco.py │ │ ├── grid_rcnn_r50_fpn_gn-head_groie_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_syncbn-backbone_r4_gcb_c3-c5_groie_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_groie_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_syncbn-backbone_r4_gcb_c3-c5_groie_1x_coco.py │ │ └── metafile.yml │ ├── guided_anchoring │ │ ├── README.md │ │ ├── ga_fast_r50_caffe_fpn_1x_coco.py │ │ ├── ga_faster_r101_caffe_fpn_1x_coco.py │ │ ├── ga_faster_r50_caffe_fpn_1x_coco.py │ │ ├── ga_faster_r50_fpn_1x_coco.py │ │ ├── ga_faster_x101_32x4d_fpn_1x_coco.py │ │ ├── ga_faster_x101_64x4d_fpn_1x_coco.py │ │ ├── ga_retinanet_r101_caffe_fpn_1x_coco.py │ │ ├── ga_retinanet_r101_caffe_fpn_mstrain_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_4x4_1x_coco.py │ │ ├── fcos_hrnetv2p_w18_gn-head_4x4_2x_coco.py │ │ ├── fcos_hrnetv2p_w18_gn-head_mstrain_640-800_4x4_2x_coco.py │ │ ├── fcos_hrnetv2p_w32_gn-head_4x4_1x_coco.py │ │ ├── fcos_hrnetv2p_w32_gn-head_4x4_2x_coco.py │ │ ├── fcos_hrnetv2p_w32_gn-head_mstrain_640-800_4x4_2x_coco.py │ │ ├── fcos_hrnetv2p_w40_gn-head_mstrain_640-800_4x4_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_16x1_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_1x_coco.py │ │ ├── mask_rcnn_hrnetv2p_w40_2x_coco.py │ │ └── metafile.yml │ ├── htc │ │ ├── README.md │ │ ├── htc_r101_fpn_20e_coco.py │ │ ├── htc_r50_fpn_1x_coco.py │ │ ├── htc_r50_fpn_20e_coco.py │ │ ├── htc_without_semantic_r50_fpn_1x_coco.py │ │ ├── htc_x101_32x4d_fpn_16x1_20e_coco.py │ │ ├── htc_x101_64x4d_fpn_16x1_20e_coco.py │ │ ├── htc_x101_64x4d_fpn_dconv_c3-c5_mstrain_400_1400_16x1_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_coco_1x.py │ │ ├── lad_r50_paa_r101_fpn_coco_1x.py │ │ └── metafile.yml │ ├── ld │ │ ├── README.md │ │ ├── ld_r101_gflv1_r101dcn_fpn_coco_2x.py │ │ ├── ld_r18_gflv1_r101_fpn_coco_1x.py │ │ ├── ld_r34_gflv1_r101_fpn_coco_1x.py │ │ ├── ld_r50_gflv1_r101_fpn_coco_1x.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_mstrain_1x_lvis_v1.py │ │ ├── mask_rcnn_r101_fpn_sample1e-3_mstrain_2x_lvis_v0.5.py │ │ ├── mask_rcnn_r50_fpn_sample1e-3_mstrain_1x_lvis_v1.py │ │ ├── mask_rcnn_r50_fpn_sample1e-3_mstrain_2x_lvis_v0.5.py │ │ ├── mask_rcnn_x101_32x4d_fpn_sample1e-3_mstrain_1x_lvis_v1.py │ │ ├── mask_rcnn_x101_32x4d_fpn_sample1e-3_mstrain_2x_lvis_v0.5.py │ │ ├── mask_rcnn_x101_64x4d_fpn_sample1e-3_mstrain_1x_lvis_v1.py │ │ └── mask_rcnn_x101_64x4d_fpn_sample1e-3_mstrain_2x_lvis_v0.5.py │ ├── mask_rcnn │ │ ├── README.md │ │ ├── mask_rcnn_r101_caffe_fpn_1x_coco.py │ │ ├── mask_rcnn_r101_caffe_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_r101_fpn_1x_coco.py │ │ ├── mask_rcnn_r101_fpn_2x_coco.py │ │ ├── mask_rcnn_r101_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_r50_caffe_c4_1x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_1x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_mstrain-poly_1x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_mstrain-poly_2x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_mstrain_1x_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_poly_1x_coco_v1.py │ │ ├── mask_rcnn_r50_fpn_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_2x_coco.py │ │ ├── mask_rcnn_r50_fpn_fp16_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_r50_fpn_poly_1x_coco.py │ │ ├── mask_rcnn_x101_32x4d_fpn_1x_coco.py │ │ ├── mask_rcnn_x101_32x4d_fpn_2x_coco.py │ │ ├── mask_rcnn_x101_32x4d_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_x101_32x8d_fpn_1x_coco.py │ │ ├── mask_rcnn_x101_32x8d_fpn_mstrain-poly_1x_coco.py │ │ ├── mask_rcnn_x101_32x8d_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_x101_64x4d_fpn_1x_coco.py │ │ ├── mask_rcnn_x101_64x4d_fpn_2x_coco.py │ │ ├── mask_rcnn_x101_64x4d_fpn_mstrain-poly_3x_coco.py │ │ └── metafile.yml │ ├── ms_rcnn │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── ms_rcnn_r101_caffe_fpn_1x_coco.py │ │ ├── ms_rcnn_r101_caffe_fpn_2x_coco.py │ │ ├── ms_rcnn_r50_caffe_fpn_1x_coco.py │ │ ├── ms_rcnn_r50_caffe_fpn_2x_coco.py │ │ ├── ms_rcnn_r50_fpn_1x_coco.py │ │ ├── ms_rcnn_x101_32x4d_fpn_1x_coco.py │ │ ├── ms_rcnn_x101_64x4d_fpn_1x_coco.py │ │ └── ms_rcnn_x101_64x4d_fpn_2x_coco.py │ ├── nas_fcos │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── nas_fcos_fcoshead_r50_caffe_fpn_gn-head_4x4_1x_coco.py │ │ └── nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco.py │ ├── nas_fpn │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── retinanet_r50_fpn_crop640_50e_coco.py │ │ └── retinanet_r50_nasfpn_crop640_50e_coco.py │ ├── paa │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── paa_r101_fpn_1x_coco.py │ │ ├── paa_r101_fpn_2x_coco.py │ │ ├── paa_r101_fpn_mstrain_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_mstrain_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_mstrain_3x_coco.py │ │ ├── panoptic_fpn_r50_fpn_1x_coco.py │ │ └── panoptic_fpn_r50_fpn_mstrain_3x_coco.py │ ├── pascal_voc │ │ ├── README.md │ │ ├── faster_rcnn_r50_fpn_1x_voc0712.py │ │ ├── faster_rcnn_r50_fpn_1x_voc0712_cocofmt.py │ │ ├── retinanet_r50_fpn_1x_voc0712.py │ │ ├── ssd300_voc0712.py │ │ └── ssd512_voc0712.py │ ├── pisa │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── pisa_faster_rcnn_r50_fpn_1x_coco.py │ │ ├── pisa_faster_rcnn_x101_32x4d_fpn_1x_coco.py │ │ ├── pisa_mask_rcnn_r50_fpn_1x_coco.py │ │ ├── pisa_mask_rcnn_x101_32x4d_fpn_1x_coco.py │ │ ├── pisa_retinanet_r50_fpn_1x_coco.py │ │ ├── pisa_retinanet_x101_32x4d_fpn_1x_coco.py │ │ ├── pisa_ssd300_coco.py │ │ └── pisa_ssd512_coco.py │ ├── point_rend │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── point_rend_r50_caffe_fpn_mstrain_1x_coco.py │ │ └── point_rend_r50_caffe_fpn_mstrain_3x_coco.py │ ├── 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 │ ├── queryinst │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py │ │ ├── queryinst_r101_fpn_mstrain_480-800_3x_coco.py │ │ ├── queryinst_r50_fpn_1x_coco.py │ │ ├── queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py │ │ └── queryinst_r50_fpn_mstrain_480-800_3x_coco.py │ ├── regnet │ │ ├── README.md │ │ ├── cascade_mask_rcnn_regnetx-1.6GF_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_regnetx-3.2GF_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_regnetx-400MF_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_regnetx-4GF_fpn_mstrain_3x_coco.py │ │ ├── cascade_mask_rcnn_regnetx-800MF_fpn_mstrain_3x_coco.py │ │ ├── faster_rcnn_regnetx-1.6GF_fpn_mstrain_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_mstrain_3x_coco.py │ │ ├── faster_rcnn_regnetx-400MF_fpn_mstrain_3x_coco.py │ │ ├── faster_rcnn_regnetx-4GF_fpn_mstrain_3x_coco.py │ │ ├── faster_rcnn_regnetx-800MF_fpn_mstrain_3x_coco.py │ │ ├── mask_rcnn_regnetx-1.6GF_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_regnetx-12GF_fpn_1x_coco.py │ │ ├── mask_rcnn_regnetx-3.2GF_fpn_1x_coco.py │ │ ├── mask_rcnn_regnetx-3.2GF_fpn_mdconv_c3-c5_1x_coco.py │ │ ├── mask_rcnn_regnetx-3.2GF_fpn_mstrain_3x_coco.py │ │ ├── mask_rcnn_regnetx-400MF_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_regnetx-4GF_fpn_1x_coco.py │ │ ├── mask_rcnn_regnetx-4GF_fpn_mstrain-poly_3x_coco.py │ │ ├── mask_rcnn_regnetx-6.4GF_fpn_1x_coco.py │ │ ├── mask_rcnn_regnetx-800MF_fpn_mstrain-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 │ ├── reppoints │ │ ├── README.md │ │ ├── bbox_r50_grid_center_fpn_gn-neck+head_1x_coco.py │ │ ├── bbox_r50_grid_fpn_gn-neck+head_1x_coco.py │ │ ├── metafile.yml │ │ ├── reppoints.png │ │ ├── reppoints_minmax_r50_fpn_gn-neck+head_1x_coco.py │ │ ├── reppoints_moment_r101_fpn_dconv_c3-c5_gn-neck+head_2x_coco.py │ │ ├── reppoints_moment_r101_fpn_gn-neck+head_2x_coco.py │ │ ├── reppoints_moment_r50_fpn_1x_coco.py │ │ ├── reppoints_moment_r50_fpn_gn-neck+head_1x_coco.py │ │ ├── reppoints_moment_r50_fpn_gn-neck+head_2x_coco.py │ │ ├── reppoints_moment_x101_fpn_dconv_c3-c5_gn-neck+head_2x_coco.py │ │ └── reppoints_partial_minmax_r50_fpn_gn-neck+head_1x_coco.py │ ├── res2net │ │ ├── README.md │ │ ├── cascade_mask_rcnn_r2_101_fpn_20e_coco.py │ │ ├── cascade_rcnn_r2_101_fpn_20e_coco.py │ │ ├── faster_rcnn_r2_101_fpn_2x_coco.py │ │ ├── htc_r2_101_fpn_20e_coco.py │ │ ├── mask_rcnn_r2_101_fpn_2x_coco.py │ │ └── metafile.yml │ ├── resnest │ │ ├── README.md │ │ ├── cascade_mask_rcnn_s101_fpn_syncbn-backbone+head_mstrain_1x_coco.py │ │ ├── cascade_mask_rcnn_s50_fpn_syncbn-backbone+head_mstrain_1x_coco.py │ │ ├── cascade_rcnn_s101_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py │ │ ├── cascade_rcnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py │ │ ├── faster_rcnn_s101_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py │ │ ├── faster_rcnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py │ │ ├── mask_rcnn_s101_fpn_syncbn-backbone+head_mstrain_1x_coco.py │ │ ├── mask_rcnn_s50_fpn_syncbn-backbone+head_mstrain_1x_coco.py │ │ └── metafile.yml │ ├── retinanet │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── retinanet_r101_caffe_fpn_1x_coco.py │ │ ├── retinanet_r101_caffe_fpn_mstrain_3x_coco.py │ │ ├── retinanet_r101_fpn_1x_coco.py │ │ ├── retinanet_r101_fpn_2x_coco.py │ │ ├── retinanet_r101_fpn_mstrain_640-800_3x_coco.py │ │ ├── retinanet_r50_caffe_fpn_1x_coco.py │ │ ├── retinanet_r50_caffe_fpn_mstrain_1x_coco.py │ │ ├── retinanet_r50_caffe_fpn_mstrain_2x_coco.py │ │ ├── retinanet_r50_caffe_fpn_mstrain_3x_coco.py │ │ ├── retinanet_r50_fpn_1x_coco.py │ │ ├── retinanet_r50_fpn_2x_coco.py │ │ ├── retinanet_r50_fpn_90k_coco.py │ │ ├── retinanet_r50_fpn_fp16_1x_coco.py │ │ ├── retinanet_r50_fpn_mstrain_640-800_3x_coco.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_mstrain_640-800_3x_coco.py │ ├── rpn │ │ ├── README.md │ │ ├── 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 │ ├── 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_fpn_1x_coco.py │ │ ├── sabl_retinanet_r101_fpn_gn_1x_coco.py │ │ ├── sabl_retinanet_r101_fpn_gn_2x_ms_480_960_coco.py │ │ ├── sabl_retinanet_r101_fpn_gn_2x_ms_640_800_coco.py │ │ ├── sabl_retinanet_r50_fpn_1x_coco.py │ │ └── sabl_retinanet_r50_fpn_gn_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_8x1_20e_coco.py │ ├── scratch │ │ ├── README.md │ │ ├── faster_rcnn_r50_fpn_gn-all_scratch_6x_coco.py │ │ ├── mask_rcnn_r50_fpn_gn-all_scratch_6x_coco.py │ │ └── metafile.yml │ ├── seesaw_loss │ │ ├── README.md │ │ ├── cascade_mask_rcnn_r101_fpn_random_seesaw_loss_mstrain_2x_lvis_v1.py │ │ ├── cascade_mask_rcnn_r101_fpn_random_seesaw_loss_normed_mask_mstrain_2x_lvis_v1.py │ │ ├── cascade_mask_rcnn_r101_fpn_sample1e-3_seesaw_loss_mstrain_2x_lvis_v1.py │ │ ├── cascade_mask_rcnn_r101_fpn_sample1e-3_seesaw_loss_normed_mask_mstrain_2x_lvis_v1.py │ │ ├── mask_rcnn_r101_fpn_random_seesaw_loss_mstrain_2x_lvis_v1.py │ │ ├── mask_rcnn_r101_fpn_random_seesaw_loss_normed_mask_mstrain_2x_lvis_v1.py │ │ ├── mask_rcnn_r101_fpn_sample1e-3_seesaw_loss_mstrain_2x_lvis_v1.py │ │ ├── mask_rcnn_r101_fpn_sample1e-3_seesaw_loss_normed_mask_mstrain_2x_lvis_v1.py │ │ ├── mask_rcnn_r50_fpn_random_seesaw_loss_mstrain_2x_lvis_v1.py │ │ ├── mask_rcnn_r50_fpn_random_seesaw_loss_normed_mask_mstrain_2x_lvis_v1.py │ │ ├── mask_rcnn_r50_fpn_sample1e-3_seesaw_loss_mstrain_2x_lvis_v1.py │ │ ├── mask_rcnn_r50_fpn_sample1e-3_seesaw_loss_normed_mask_mstrain_2x_lvis_v1.py │ │ └── metafile.yml │ ├── selfsup_pretrain │ │ ├── README.md │ │ ├── mask_rcnn_r50_fpn_mocov2-pretrain_1x_coco.py │ │ ├── mask_rcnn_r50_fpn_mocov2-pretrain_ms-2x_coco.py │ │ ├── mask_rcnn_r50_fpn_swav-pretrain_1x_coco.py │ │ └── mask_rcnn_r50_fpn_swav-pretrain_ms-2x_coco.py │ ├── solo │ │ ├── README.md │ │ ├── decoupled_solo_light_r50_fpn_3x_coco.py │ │ ├── decoupled_solo_r50_fpn_1x_coco.py │ │ ├── decoupled_solo_r50_fpn_3x_coco.py │ │ ├── metafile.yml │ │ ├── solo_r50_fpn_1x_coco.py │ │ └── solo_r50_fpn_3x_coco.py │ ├── sparse_rcnn │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── sparse_rcnn_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py │ │ ├── sparse_rcnn_r101_fpn_mstrain_480-800_3x_coco.py │ │ ├── sparse_rcnn_r50_fpn_1x_coco.py │ │ ├── sparse_rcnn_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py │ │ └── sparse_rcnn_r50_fpn_mstrain_480-800_3x_coco.py │ ├── ssd │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── ssd300_coco.py │ │ ├── ssd512_coco.py │ │ └── ssdlite_mobilenetv2_scratch_600e_coco.py │ ├── strong_baselines │ │ ├── README.md │ │ ├── mask_rcnn_r50_caffe_fpn_syncbn-all_rpn-2conv_lsj_100e_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_syncbn-all_rpn-2conv_lsj_100e_fp16_coco.py │ │ ├── mask_rcnn_r50_caffe_fpn_syncbn-all_rpn-2conv_lsj_400e_coco.py │ │ ├── mask_rcnn_r50_fpn_syncbn-all_rpn-2conv_lsj_100e_coco.py │ │ ├── mask_rcnn_r50_fpn_syncbn-all_rpn-2conv_lsj_100e_fp16_coco.py │ │ └── mask_rcnn_r50_fpn_syncbn-all_rpn-2conv_lsj_50e_coco.py │ ├── swin │ │ ├── README.md │ │ ├── mask_rcnn_swin-s-p4-w7_fpn_fp16_ms-crop-3x_coco.py │ │ ├── mask_rcnn_swin-t-p4-w7_fpn_1x_coco.py │ │ ├── mask_rcnn_swin-t-p4-w7_fpn_fp16_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 │ ├── tood │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── tood_r101_fpn_dconv_c3-c5_mstrain_2x_coco.py │ │ ├── tood_r101_fpn_mstrain_2x_coco.py │ │ ├── tood_r50_fpn_1x_coco.py │ │ ├── tood_r50_fpn_anchor_based_1x_coco.py │ │ ├── tood_r50_fpn_mstrain_2x_coco.py │ │ ├── tood_x101_64x4d_fpn_dconv_c4-c5_mstrain_2x_coco.py │ │ └── tood_x101_64x4d_fpn_mstrain_2x_coco.py │ ├── tridentnet │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── tridentnet_r50_caffe_1x_coco.py │ │ ├── tridentnet_r50_caffe_mstrain_1x_coco.py │ │ └── tridentnet_r50_caffe_mstrain_3x_coco.py │ ├── vfnet │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── vfnet_r101_fpn_1x_coco.py │ │ ├── vfnet_r101_fpn_2x_coco.py │ │ ├── vfnet_r101_fpn_mdconv_c3-c5_mstrain_2x_coco.py │ │ ├── vfnet_r101_fpn_mstrain_2x_coco.py │ │ ├── vfnet_r2_101_fpn_mdconv_c3-c5_mstrain_2x_coco.py │ │ ├── vfnet_r2_101_fpn_mstrain_2x_coco.py │ │ ├── vfnet_r50_fpn_1x_coco.py │ │ ├── vfnet_r50_fpn_mdconv_c3-c5_mstrain_2x_coco.py │ │ ├── vfnet_r50_fpn_mstrain_2x_coco.py │ │ ├── vfnet_x101_32x4d_fpn_mdconv_c3-c5_mstrain_2x_coco.py │ │ ├── vfnet_x101_32x4d_fpn_mstrain_2x_coco.py │ │ ├── vfnet_x101_64x4d_fpn_mdconv_c3-c5_mstrain_2x_coco.py │ │ └── vfnet_x101_64x4d_fpn_mstrain_2x_coco.py │ ├── wider_face │ │ ├── README.md │ │ └── ssd300_wider_face.py │ ├── yolact │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── yolact_r101_1x8_coco.py │ │ ├── yolact_r50_1x8_coco.py │ │ └── yolact_r50_8x8_coco.py │ ├── yolo │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── yolov3_d53_320_273e_coco.py │ │ ├── yolov3_d53_fp16_mstrain-608_273e_coco.py │ │ ├── yolov3_d53_mstrain-416_273e_coco.py │ │ ├── yolov3_d53_mstrain-608_273e_coco.py │ │ ├── yolov3_mobilenetv2_320_300e_coco.py │ │ └── yolov3_mobilenetv2_mstrain-416_300e_coco.py │ ├── yolof │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── yolof_r50_c5_8x8_1x_coco.py │ │ └── yolof_r50_c5_8x8_iter-1x_coco.py │ └── yolox │ │ ├── README.md │ │ ├── metafile.yml │ │ ├── yolox_l_8x8_300e_coco.py │ │ ├── yolox_m_8x8_300e_coco.py │ │ ├── yolox_nano_8x8_300e_coco.py │ │ ├── yolox_s_8x8_300e_coco.py │ │ ├── yolox_tiny_8x8_300e_coco.py │ │ └── yolox_x_8x8_300e_coco.py ├── drise-yolov3.py ├── gradcam-frcn-c4-global.py ├── gradcam-frcn-c4-proposal.py ├── gradcam-retinanet.py ├── gradcam-yolov3.py ├── image │ ├── 9999962_00000_d_0000088.jpg │ ├── cow.png │ ├── demo.jpg │ └── f-22.jpg ├── images │ ├── DRISE │ │ ├── DRISE.png │ │ └── YOLOV3 │ │ │ ├── 0000008_02499_d_0000041-bbox-id-0.jpg │ │ │ ├── 0000008_02499_d_0000041-bbox-id-1.jpg │ │ │ ├── 0000008_02499_d_0000041-bbox-id-2.jpg │ │ │ ├── 9999962_00000_d_0000088-bbox-id-0.jpg │ │ │ ├── 9999962_00000_d_0000088-bbox-id-1.jpg │ │ │ └── 9999962_00000_d_0000088-bbox-id-2.jpg │ └── GradCAM │ │ ├── FRCN-C4 │ │ ├── global │ │ │ ├── 0-19-0.9997443556785583.jpg │ │ │ ├── 1-19-0.9754877090454102.jpg │ │ │ └── 2-19-0.7261363863945007.jpg │ │ └── proposal │ │ │ ├── 0-19-0.9997443556785583.jpg │ │ │ ├── 1-19-0.9754877090454102.jpg │ │ │ └── 2-19-0.7261363863945007.jpg │ │ ├── Grad-CAM.png │ │ ├── RetinaNet │ │ ├── f-22-bbox-id-0.jpg │ │ ├── f-22-bbox-id-1.jpg │ │ └── f-22-bbox-id-2.jpg │ │ └── YOLOV3 │ │ ├── 0000008_02499_d_0000041-bbox-id-0.jpg │ │ ├── 0000008_02499_d_0000041-bbox-id-1.jpg │ │ ├── 0000008_02499_d_0000041-bbox-id-2.jpg │ │ ├── 9999962_00000_d_0000088-bbox-id-0.jpg │ │ ├── 9999962_00000_d_0000088-bbox-id-1.jpg │ │ └── 9999962_00000_d_0000088-bbox-id-2.jpg ├── interpretation │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── gradcam.cpython-38.pyc │ └── gradcam.py ├── mmdet │ ├── .mim │ │ └── configs │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── version.cpython-38.pyc │ ├── apis │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── inference.cpython-38.pyc │ │ │ ├── test.cpython-38.pyc │ │ │ └── train.cpython-38.pyc │ │ ├── inference.py │ │ ├── test.py │ │ └── train.py │ ├── core │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-38.pyc │ │ ├── anchor │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── anchor_generator.cpython-38.pyc │ │ │ │ ├── builder.cpython-38.pyc │ │ │ │ ├── point_generator.cpython-38.pyc │ │ │ │ └── utils.cpython-38.pyc │ │ │ ├── anchor_generator.py │ │ │ ├── builder.py │ │ │ ├── point_generator.py │ │ │ └── utils.py │ │ ├── bbox │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── builder.cpython-38.pyc │ │ │ │ └── transforms.cpython-38.pyc │ │ │ ├── assigners │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── approx_max_iou_assigner.cpython-38.pyc │ │ │ │ │ ├── assign_result.cpython-38.pyc │ │ │ │ │ ├── atss_assigner.cpython-38.pyc │ │ │ │ │ ├── base_assigner.cpython-38.pyc │ │ │ │ │ ├── center_region_assigner.cpython-38.pyc │ │ │ │ │ ├── grid_assigner.cpython-38.pyc │ │ │ │ │ ├── hungarian_assigner.cpython-38.pyc │ │ │ │ │ ├── mask_hungarian_assigner.cpython-38.pyc │ │ │ │ │ ├── max_iou_assigner.cpython-38.pyc │ │ │ │ │ ├── point_assigner.cpython-38.pyc │ │ │ │ │ ├── region_assigner.cpython-38.pyc │ │ │ │ │ ├── sim_ota_assigner.cpython-38.pyc │ │ │ │ │ ├── task_aligned_assigner.cpython-38.pyc │ │ │ │ │ └── uniform_assigner.cpython-38.pyc │ │ │ │ ├── approx_max_iou_assigner.py │ │ │ │ ├── assign_result.py │ │ │ │ ├── atss_assigner.py │ │ │ │ ├── base_assigner.py │ │ │ │ ├── center_region_assigner.py │ │ │ │ ├── grid_assigner.py │ │ │ │ ├── hungarian_assigner.py │ │ │ │ ├── mask_hungarian_assigner.py │ │ │ │ ├── max_iou_assigner.py │ │ │ │ ├── point_assigner.py │ │ │ │ ├── region_assigner.py │ │ │ │ ├── sim_ota_assigner.py │ │ │ │ ├── task_aligned_assigner.py │ │ │ │ └── uniform_assigner.py │ │ │ ├── builder.py │ │ │ ├── coder │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_bbox_coder.cpython-38.pyc │ │ │ │ │ ├── bucketing_bbox_coder.cpython-38.pyc │ │ │ │ │ ├── delta_xywh_bbox_coder.cpython-38.pyc │ │ │ │ │ ├── distance_point_bbox_coder.cpython-38.pyc │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.cpython-38.pyc │ │ │ │ │ ├── pseudo_bbox_coder.cpython-38.pyc │ │ │ │ │ ├── tblr_bbox_coder.cpython-38.pyc │ │ │ │ │ └── yolo_bbox_coder.cpython-38.pyc │ │ │ │ ├── base_bbox_coder.py │ │ │ │ ├── bucketing_bbox_coder.py │ │ │ │ ├── delta_xywh_bbox_coder.py │ │ │ │ ├── distance_point_bbox_coder.py │ │ │ │ ├── legacy_delta_xywh_bbox_coder.py │ │ │ │ ├── pseudo_bbox_coder.py │ │ │ │ ├── tblr_bbox_coder.py │ │ │ │ └── yolo_bbox_coder.py │ │ │ ├── demodata.py │ │ │ ├── iou_calculators │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── builder.cpython-38.pyc │ │ │ │ │ └── iou2d_calculator.cpython-38.pyc │ │ │ │ ├── builder.py │ │ │ │ └── iou2d_calculator.py │ │ │ ├── match_costs │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── builder.cpython-38.pyc │ │ │ │ │ └── match_cost.cpython-38.pyc │ │ │ │ ├── builder.py │ │ │ │ └── match_cost.py │ │ │ ├── samplers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_sampler.cpython-38.pyc │ │ │ │ │ ├── combined_sampler.cpython-38.pyc │ │ │ │ │ ├── instance_balanced_pos_sampler.cpython-38.pyc │ │ │ │ │ ├── iou_balanced_neg_sampler.cpython-38.pyc │ │ │ │ │ ├── mask_pseudo_sampler.cpython-38.pyc │ │ │ │ │ ├── mask_sampling_result.cpython-38.pyc │ │ │ │ │ ├── ohem_sampler.cpython-38.pyc │ │ │ │ │ ├── pseudo_sampler.cpython-38.pyc │ │ │ │ │ ├── random_sampler.cpython-38.pyc │ │ │ │ │ ├── sampling_result.cpython-38.pyc │ │ │ │ │ └── score_hlr_sampler.cpython-38.pyc │ │ │ │ ├── base_sampler.py │ │ │ │ ├── combined_sampler.py │ │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ │ ├── mask_pseudo_sampler.py │ │ │ │ ├── mask_sampling_result.py │ │ │ │ ├── ohem_sampler.py │ │ │ │ ├── pseudo_sampler.py │ │ │ │ ├── random_sampler.py │ │ │ │ ├── sampling_result.py │ │ │ │ └── score_hlr_sampler.py │ │ │ └── transforms.py │ │ ├── data_structures │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── general_data.cpython-38.pyc │ │ │ │ └── instance_data.cpython-38.pyc │ │ │ ├── general_data.py │ │ │ └── instance_data.py │ │ ├── evaluation │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── bbox_overlaps.cpython-38.pyc │ │ │ │ ├── class_names.cpython-38.pyc │ │ │ │ ├── eval_hooks.cpython-38.pyc │ │ │ │ ├── mean_ap.cpython-38.pyc │ │ │ │ ├── panoptic_utils.cpython-38.pyc │ │ │ │ └── recall.cpython-38.pyc │ │ │ ├── bbox_overlaps.py │ │ │ ├── class_names.py │ │ │ ├── eval_hooks.py │ │ │ ├── mean_ap.py │ │ │ ├── panoptic_utils.py │ │ │ └── recall.py │ │ ├── export │ │ │ ├── __init__.py │ │ │ ├── model_wrappers.py │ │ │ ├── onnx_helper.py │ │ │ └── pytorch2onnx.py │ │ ├── hook │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── checkloss_hook.cpython-38.pyc │ │ │ │ ├── ema.cpython-38.pyc │ │ │ │ ├── memory_profiler_hook.cpython-38.pyc │ │ │ │ ├── set_epoch_info_hook.cpython-38.pyc │ │ │ │ ├── sync_norm_hook.cpython-38.pyc │ │ │ │ ├── sync_random_size_hook.cpython-38.pyc │ │ │ │ ├── wandblogger_hook.cpython-38.pyc │ │ │ │ ├── yolox_lrupdater_hook.cpython-38.pyc │ │ │ │ └── yolox_mode_switch_hook.cpython-38.pyc │ │ │ ├── checkloss_hook.py │ │ │ ├── ema.py │ │ │ ├── memory_profiler_hook.py │ │ │ ├── set_epoch_info_hook.py │ │ │ ├── sync_norm_hook.py │ │ │ ├── sync_random_size_hook.py │ │ │ ├── wandblogger_hook.py │ │ │ ├── yolox_lrupdater_hook.py │ │ │ └── yolox_mode_switch_hook.py │ │ ├── mask │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── mask_target.cpython-38.pyc │ │ │ │ ├── structures.cpython-38.pyc │ │ │ │ └── utils.cpython-38.pyc │ │ │ ├── mask_target.py │ │ │ ├── structures.py │ │ │ └── utils.py │ │ ├── optimizers │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── builder.cpython-38.pyc │ │ │ │ └── layer_decay_optimizer_constructor.cpython-38.pyc │ │ │ ├── builder.py │ │ │ └── layer_decay_optimizer_constructor.py │ │ ├── post_processing │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── bbox_nms.cpython-38.pyc │ │ │ │ ├── matrix_nms.cpython-38.pyc │ │ │ │ └── merge_augs.cpython-38.pyc │ │ │ ├── bbox_nms.py │ │ │ ├── matrix_nms.py │ │ │ └── merge_augs.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── dist_utils.cpython-38.pyc │ │ │ │ └── misc.cpython-38.pyc │ │ │ ├── dist_utils.py │ │ │ └── misc.py │ │ └── visualization │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── image.cpython-38.pyc │ │ │ └── palette.cpython-38.pyc │ │ │ ├── image.py │ │ │ └── palette.py │ ├── datasets │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── builder.cpython-38.pyc │ │ │ ├── cityscapes.cpython-38.pyc │ │ │ ├── coco.cpython-38.pyc │ │ │ ├── coco_panoptic.cpython-38.pyc │ │ │ ├── custom.cpython-38.pyc │ │ │ ├── dataset_wrappers.cpython-38.pyc │ │ │ ├── deepfashion.cpython-38.pyc │ │ │ ├── lvis.cpython-38.pyc │ │ │ ├── openimages.cpython-38.pyc │ │ │ ├── utils.cpython-38.pyc │ │ │ ├── voc.cpython-38.pyc │ │ │ ├── wider_face.cpython-38.pyc │ │ │ └── xml_style.cpython-38.pyc │ │ ├── api_wrappers │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── coco_api.cpython-38.pyc │ │ │ │ └── panoptic_evaluation.cpython-38.pyc │ │ │ ├── coco_api.py │ │ │ └── panoptic_evaluation.py │ │ ├── builder.py │ │ ├── cityscapes.py │ │ ├── coco.py │ │ ├── coco_panoptic.py │ │ ├── custom.py │ │ ├── dataset_wrappers.py │ │ ├── deepfashion.py │ │ ├── lvis.py │ │ ├── openimages.py │ │ ├── pipelines │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── auto_augment.cpython-38.pyc │ │ │ │ ├── compose.cpython-38.pyc │ │ │ │ ├── formatting.cpython-38.pyc │ │ │ │ ├── instaboost.cpython-38.pyc │ │ │ │ ├── loading.cpython-38.pyc │ │ │ │ ├── test_time_aug.cpython-38.pyc │ │ │ │ └── transforms.cpython-38.pyc │ │ │ ├── auto_augment.py │ │ │ ├── compose.py │ │ │ ├── formating.py │ │ │ ├── formatting.py │ │ │ ├── instaboost.py │ │ │ ├── loading.py │ │ │ ├── test_time_aug.py │ │ │ └── transforms.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── class_aware_sampler.cpython-38.pyc │ │ │ │ ├── distributed_sampler.cpython-38.pyc │ │ │ │ ├── group_sampler.cpython-38.pyc │ │ │ │ └── infinite_sampler.cpython-38.pyc │ │ │ ├── class_aware_sampler.py │ │ │ ├── distributed_sampler.py │ │ │ ├── group_sampler.py │ │ │ └── infinite_sampler.py │ │ ├── utils.py │ │ ├── voc.py │ │ ├── wider_face.py │ │ └── xml_style.py │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── builder.cpython-38.pyc │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── csp_darknet.cpython-38.pyc │ │ │ │ ├── darknet.cpython-38.pyc │ │ │ │ ├── detectors_resnet.cpython-38.pyc │ │ │ │ ├── detectors_resnext.cpython-38.pyc │ │ │ │ ├── efficientnet.cpython-38.pyc │ │ │ │ ├── hourglass.cpython-38.pyc │ │ │ │ ├── hrnet.cpython-38.pyc │ │ │ │ ├── mobilenet_v2.cpython-38.pyc │ │ │ │ ├── pvt.cpython-38.pyc │ │ │ │ ├── regnet.cpython-38.pyc │ │ │ │ ├── res2net.cpython-38.pyc │ │ │ │ ├── resnest.cpython-38.pyc │ │ │ │ ├── resnet.cpython-38.pyc │ │ │ │ ├── resnext.cpython-38.pyc │ │ │ │ ├── ssd_vgg.cpython-38.pyc │ │ │ │ ├── swin.cpython-38.pyc │ │ │ │ └── trident_resnet.cpython-38.pyc │ │ │ ├── csp_darknet.py │ │ │ ├── darknet.py │ │ │ ├── detectors_resnet.py │ │ │ ├── detectors_resnext.py │ │ │ ├── efficientnet.py │ │ │ ├── hourglass.py │ │ │ ├── hrnet.py │ │ │ ├── mobilenet_v2.py │ │ │ ├── pvt.py │ │ │ ├── regnet.py │ │ │ ├── res2net.py │ │ │ ├── resnest.py │ │ │ ├── resnet.py │ │ │ ├── resnext.py │ │ │ ├── ssd_vgg.py │ │ │ ├── swin.py │ │ │ └── trident_resnet.py │ │ ├── builder.py │ │ ├── dense_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── anchor_free_head.cpython-38.pyc │ │ │ │ ├── anchor_head.cpython-38.pyc │ │ │ │ ├── atss_head.cpython-38.pyc │ │ │ │ ├── autoassign_head.cpython-38.pyc │ │ │ │ ├── base_dense_head.cpython-38.pyc │ │ │ │ ├── base_mask_head.cpython-38.pyc │ │ │ │ ├── cascade_rpn_head.cpython-38.pyc │ │ │ │ ├── centernet_head.cpython-38.pyc │ │ │ │ ├── centripetal_head.cpython-38.pyc │ │ │ │ ├── corner_head.cpython-38.pyc │ │ │ │ ├── ddod_head.cpython-38.pyc │ │ │ │ ├── deformable_detr_head.cpython-38.pyc │ │ │ │ ├── dense_test_mixins.cpython-38.pyc │ │ │ │ ├── detr_head.cpython-38.pyc │ │ │ │ ├── embedding_rpn_head.cpython-38.pyc │ │ │ │ ├── fcos_head.cpython-38.pyc │ │ │ │ ├── fovea_head.cpython-38.pyc │ │ │ │ ├── free_anchor_retina_head.cpython-38.pyc │ │ │ │ ├── fsaf_head.cpython-38.pyc │ │ │ │ ├── ga_retina_head.cpython-38.pyc │ │ │ │ ├── ga_rpn_head.cpython-38.pyc │ │ │ │ ├── gfl_head.cpython-38.pyc │ │ │ │ ├── guided_anchor_head.cpython-38.pyc │ │ │ │ ├── lad_head.cpython-38.pyc │ │ │ │ ├── ld_head.cpython-38.pyc │ │ │ │ ├── mask2former_head.cpython-38.pyc │ │ │ │ ├── maskformer_head.cpython-38.pyc │ │ │ │ ├── nasfcos_head.cpython-38.pyc │ │ │ │ ├── paa_head.cpython-38.pyc │ │ │ │ ├── pisa_retinanet_head.cpython-38.pyc │ │ │ │ ├── pisa_ssd_head.cpython-38.pyc │ │ │ │ ├── reppoints_head.cpython-38.pyc │ │ │ │ ├── retina_head.cpython-38.pyc │ │ │ │ ├── retina_sepbn_head.cpython-38.pyc │ │ │ │ ├── rpn_head.cpython-38.pyc │ │ │ │ ├── sabl_retina_head.cpython-38.pyc │ │ │ │ ├── solo_head.cpython-38.pyc │ │ │ │ ├── solov2_head.cpython-38.pyc │ │ │ │ ├── ssd_head.cpython-38.pyc │ │ │ │ ├── tood_head.cpython-38.pyc │ │ │ │ ├── vfnet_head.cpython-38.pyc │ │ │ │ ├── yolact_head.cpython-38.pyc │ │ │ │ ├── yolo_head.cpython-38.pyc │ │ │ │ ├── yolof_head.cpython-38.pyc │ │ │ │ └── yolox_head.cpython-38.pyc │ │ │ ├── anchor_free_head.py │ │ │ ├── anchor_head.py │ │ │ ├── atss_head.py │ │ │ ├── autoassign_head.py │ │ │ ├── base_dense_head.py │ │ │ ├── base_mask_head.py │ │ │ ├── cascade_rpn_head.py │ │ │ ├── centernet_head.py │ │ │ ├── centripetal_head.py │ │ │ ├── corner_head.py │ │ │ ├── ddod_head.py │ │ │ ├── deformable_detr_head.py │ │ │ ├── dense_test_mixins.py │ │ │ ├── detr_head.py │ │ │ ├── embedding_rpn_head.py │ │ │ ├── fcos_head.py │ │ │ ├── fovea_head.py │ │ │ ├── free_anchor_retina_head.py │ │ │ ├── fsaf_head.py │ │ │ ├── ga_retina_head.py │ │ │ ├── ga_rpn_head.py │ │ │ ├── gfl_head.py │ │ │ ├── guided_anchor_head.py │ │ │ ├── lad_head.py │ │ │ ├── ld_head.py │ │ │ ├── mask2former_head.py │ │ │ ├── maskformer_head.py │ │ │ ├── nasfcos_head.py │ │ │ ├── paa_head.py │ │ │ ├── pisa_retinanet_head.py │ │ │ ├── pisa_ssd_head.py │ │ │ ├── reppoints_head.py │ │ │ ├── retina_head.py │ │ │ ├── retina_sepbn_head.py │ │ │ ├── rpn_head.py │ │ │ ├── sabl_retina_head.py │ │ │ ├── solo_head.py │ │ │ ├── solov2_head.py │ │ │ ├── ssd_head.py │ │ │ ├── tood_head.py │ │ │ ├── vfnet_head.py │ │ │ ├── yolact_head.py │ │ │ ├── yolo_head.py │ │ │ ├── yolof_head.py │ │ │ └── yolox_head.py │ │ ├── detectors │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── atss.cpython-38.pyc │ │ │ │ ├── autoassign.cpython-38.pyc │ │ │ │ ├── base.cpython-38.pyc │ │ │ │ ├── cascade_rcnn.cpython-38.pyc │ │ │ │ ├── centernet.cpython-38.pyc │ │ │ │ ├── cornernet.cpython-38.pyc │ │ │ │ ├── ddod.cpython-38.pyc │ │ │ │ ├── deformable_detr.cpython-38.pyc │ │ │ │ ├── detr.cpython-38.pyc │ │ │ │ ├── fast_rcnn.cpython-38.pyc │ │ │ │ ├── faster_rcnn.cpython-38.pyc │ │ │ │ ├── fcos.cpython-38.pyc │ │ │ │ ├── fovea.cpython-38.pyc │ │ │ │ ├── fsaf.cpython-38.pyc │ │ │ │ ├── gfl.cpython-38.pyc │ │ │ │ ├── grid_rcnn.cpython-38.pyc │ │ │ │ ├── htc.cpython-38.pyc │ │ │ │ ├── kd_one_stage.cpython-38.pyc │ │ │ │ ├── lad.cpython-38.pyc │ │ │ │ ├── mask2former.cpython-38.pyc │ │ │ │ ├── mask_rcnn.cpython-38.pyc │ │ │ │ ├── mask_scoring_rcnn.cpython-38.pyc │ │ │ │ ├── maskformer.cpython-38.pyc │ │ │ │ ├── nasfcos.cpython-38.pyc │ │ │ │ ├── paa.cpython-38.pyc │ │ │ │ ├── panoptic_fpn.cpython-38.pyc │ │ │ │ ├── panoptic_two_stage_segmentor.cpython-38.pyc │ │ │ │ ├── point_rend.cpython-38.pyc │ │ │ │ ├── queryinst.cpython-38.pyc │ │ │ │ ├── reppoints_detector.cpython-38.pyc │ │ │ │ ├── retinanet.cpython-38.pyc │ │ │ │ ├── rpn.cpython-38.pyc │ │ │ │ ├── scnet.cpython-38.pyc │ │ │ │ ├── single_stage.cpython-38.pyc │ │ │ │ ├── single_stage_instance_seg.cpython-38.pyc │ │ │ │ ├── solo.cpython-38.pyc │ │ │ │ ├── solov2.cpython-38.pyc │ │ │ │ ├── sparse_rcnn.cpython-38.pyc │ │ │ │ ├── tood.cpython-38.pyc │ │ │ │ ├── trident_faster_rcnn.cpython-38.pyc │ │ │ │ ├── two_stage.cpython-38.pyc │ │ │ │ ├── vfnet.cpython-38.pyc │ │ │ │ ├── yolact.cpython-38.pyc │ │ │ │ ├── yolo.cpython-38.pyc │ │ │ │ ├── yolof.cpython-38.pyc │ │ │ │ └── yolox.cpython-38.pyc │ │ │ ├── atss.py │ │ │ ├── autoassign.py │ │ │ ├── base.py │ │ │ ├── cascade_rcnn.py │ │ │ ├── centernet.py │ │ │ ├── cornernet.py │ │ │ ├── ddod.py │ │ │ ├── deformable_detr.py │ │ │ ├── detr.py │ │ │ ├── fast_rcnn.py │ │ │ ├── faster_rcnn.py │ │ │ ├── fcos.py │ │ │ ├── fovea.py │ │ │ ├── fsaf.py │ │ │ ├── gfl.py │ │ │ ├── grid_rcnn.py │ │ │ ├── htc.py │ │ │ ├── kd_one_stage.py │ │ │ ├── lad.py │ │ │ ├── mask2former.py │ │ │ ├── mask_rcnn.py │ │ │ ├── mask_scoring_rcnn.py │ │ │ ├── maskformer.py │ │ │ ├── nasfcos.py │ │ │ ├── paa.py │ │ │ ├── panoptic_fpn.py │ │ │ ├── panoptic_two_stage_segmentor.py │ │ │ ├── point_rend.py │ │ │ ├── queryinst.py │ │ │ ├── reppoints_detector.py │ │ │ ├── retinanet.py │ │ │ ├── rpn.py │ │ │ ├── scnet.py │ │ │ ├── single_stage.py │ │ │ ├── single_stage_instance_seg.py │ │ │ ├── solo.py │ │ │ ├── solov2.py │ │ │ ├── sparse_rcnn.py │ │ │ ├── tood.py │ │ │ ├── trident_faster_rcnn.py │ │ │ ├── two_stage.py │ │ │ ├── vfnet.py │ │ │ ├── yolact.py │ │ │ ├── yolo.py │ │ │ ├── yolof.py │ │ │ └── yolox.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── accuracy.cpython-38.pyc │ │ │ │ ├── ae_loss.cpython-38.pyc │ │ │ │ ├── balanced_l1_loss.cpython-38.pyc │ │ │ │ ├── cross_entropy_loss.cpython-38.pyc │ │ │ │ ├── dice_loss.cpython-38.pyc │ │ │ │ ├── focal_loss.cpython-38.pyc │ │ │ │ ├── gaussian_focal_loss.cpython-38.pyc │ │ │ │ ├── gfocal_loss.cpython-38.pyc │ │ │ │ ├── ghm_loss.cpython-38.pyc │ │ │ │ ├── iou_loss.cpython-38.pyc │ │ │ │ ├── kd_loss.cpython-38.pyc │ │ │ │ ├── mse_loss.cpython-38.pyc │ │ │ │ ├── pisa_loss.cpython-38.pyc │ │ │ │ ├── seesaw_loss.cpython-38.pyc │ │ │ │ ├── smooth_l1_loss.cpython-38.pyc │ │ │ │ ├── utils.cpython-38.pyc │ │ │ │ └── varifocal_loss.cpython-38.pyc │ │ │ ├── accuracy.py │ │ │ ├── ae_loss.py │ │ │ ├── balanced_l1_loss.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── dice_loss.py │ │ │ ├── focal_loss.py │ │ │ ├── gaussian_focal_loss.py │ │ │ ├── gfocal_loss.py │ │ │ ├── ghm_loss.py │ │ │ ├── iou_loss.py │ │ │ ├── kd_loss.py │ │ │ ├── mse_loss.py │ │ │ ├── pisa_loss.py │ │ │ ├── seesaw_loss.py │ │ │ ├── smooth_l1_loss.py │ │ │ ├── utils.py │ │ │ └── varifocal_loss.py │ │ ├── necks │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── bfp.cpython-38.pyc │ │ │ │ ├── channel_mapper.cpython-38.pyc │ │ │ │ ├── ct_resnet_neck.cpython-38.pyc │ │ │ │ ├── dilated_encoder.cpython-38.pyc │ │ │ │ ├── dyhead.cpython-38.pyc │ │ │ │ ├── fpg.cpython-38.pyc │ │ │ │ ├── fpn.cpython-38.pyc │ │ │ │ ├── fpn_carafe.cpython-38.pyc │ │ │ │ ├── hrfpn.cpython-38.pyc │ │ │ │ ├── nas_fpn.cpython-38.pyc │ │ │ │ ├── nasfcos_fpn.cpython-38.pyc │ │ │ │ ├── pafpn.cpython-38.pyc │ │ │ │ ├── rfp.cpython-38.pyc │ │ │ │ ├── ssd_neck.cpython-38.pyc │ │ │ │ ├── yolo_neck.cpython-38.pyc │ │ │ │ └── yolox_pafpn.cpython-38.pyc │ │ │ ├── bfp.py │ │ │ ├── channel_mapper.py │ │ │ ├── ct_resnet_neck.py │ │ │ ├── dilated_encoder.py │ │ │ ├── dyhead.py │ │ │ ├── fpg.py │ │ │ ├── fpn.py │ │ │ ├── fpn_carafe.py │ │ │ ├── hrfpn.py │ │ │ ├── nas_fpn.py │ │ │ ├── nasfcos_fpn.py │ │ │ ├── pafpn.py │ │ │ ├── rfp.py │ │ │ ├── ssd_neck.py │ │ │ ├── yolo_neck.py │ │ │ └── yolox_pafpn.py │ │ ├── plugins │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── dropblock.cpython-38.pyc │ │ │ │ ├── msdeformattn_pixel_decoder.cpython-38.pyc │ │ │ │ └── pixel_decoder.cpython-38.pyc │ │ │ ├── dropblock.py │ │ │ ├── msdeformattn_pixel_decoder.py │ │ │ └── pixel_decoder.py │ │ ├── roi_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── base_roi_head.cpython-38.pyc │ │ │ │ ├── cascade_roi_head.cpython-38.pyc │ │ │ │ ├── double_roi_head.cpython-38.pyc │ │ │ │ ├── dynamic_roi_head.cpython-38.pyc │ │ │ │ ├── grid_roi_head.cpython-38.pyc │ │ │ │ ├── htc_roi_head.cpython-38.pyc │ │ │ │ ├── mask_scoring_roi_head.cpython-38.pyc │ │ │ │ ├── pisa_roi_head.cpython-38.pyc │ │ │ │ ├── point_rend_roi_head.cpython-38.pyc │ │ │ │ ├── scnet_roi_head.cpython-38.pyc │ │ │ │ ├── sparse_roi_head.cpython-38.pyc │ │ │ │ ├── standard_roi_head.cpython-38.pyc │ │ │ │ ├── test_mixins.cpython-38.pyc │ │ │ │ └── trident_roi_head.cpython-38.pyc │ │ │ ├── base_roi_head.py │ │ │ ├── bbox_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── bbox_head.cpython-38.pyc │ │ │ │ │ ├── convfc_bbox_head.cpython-38.pyc │ │ │ │ │ ├── dii_head.cpython-38.pyc │ │ │ │ │ ├── double_bbox_head.cpython-38.pyc │ │ │ │ │ ├── sabl_head.cpython-38.pyc │ │ │ │ │ └── scnet_bbox_head.cpython-38.pyc │ │ │ │ ├── bbox_head.py │ │ │ │ ├── convfc_bbox_head.py │ │ │ │ ├── dii_head.py │ │ │ │ ├── double_bbox_head.py │ │ │ │ ├── sabl_head.py │ │ │ │ └── scnet_bbox_head.py │ │ │ ├── cascade_roi_head.py │ │ │ ├── double_roi_head.py │ │ │ ├── dynamic_roi_head.py │ │ │ ├── grid_roi_head.py │ │ │ ├── htc_roi_head.py │ │ │ ├── mask_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── coarse_mask_head.cpython-38.pyc │ │ │ │ │ ├── dynamic_mask_head.cpython-38.pyc │ │ │ │ │ ├── fcn_mask_head.cpython-38.pyc │ │ │ │ │ ├── feature_relay_head.cpython-38.pyc │ │ │ │ │ ├── fused_semantic_head.cpython-38.pyc │ │ │ │ │ ├── global_context_head.cpython-38.pyc │ │ │ │ │ ├── grid_head.cpython-38.pyc │ │ │ │ │ ├── htc_mask_head.cpython-38.pyc │ │ │ │ │ ├── mask_point_head.cpython-38.pyc │ │ │ │ │ ├── maskiou_head.cpython-38.pyc │ │ │ │ │ ├── scnet_mask_head.cpython-38.pyc │ │ │ │ │ └── scnet_semantic_head.cpython-38.pyc │ │ │ │ ├── coarse_mask_head.py │ │ │ │ ├── dynamic_mask_head.py │ │ │ │ ├── fcn_mask_head.py │ │ │ │ ├── feature_relay_head.py │ │ │ │ ├── fused_semantic_head.py │ │ │ │ ├── global_context_head.py │ │ │ │ ├── grid_head.py │ │ │ │ ├── htc_mask_head.py │ │ │ │ ├── mask_point_head.py │ │ │ │ ├── maskiou_head.py │ │ │ │ ├── scnet_mask_head.py │ │ │ │ └── scnet_semantic_head.py │ │ │ ├── mask_scoring_roi_head.py │ │ │ ├── pisa_roi_head.py │ │ │ ├── point_rend_roi_head.py │ │ │ ├── roi_extractors │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_roi_extractor.cpython-38.pyc │ │ │ │ │ ├── generic_roi_extractor.cpython-38.pyc │ │ │ │ │ └── single_level_roi_extractor.cpython-38.pyc │ │ │ │ ├── base_roi_extractor.py │ │ │ │ ├── generic_roi_extractor.py │ │ │ │ └── single_level_roi_extractor.py │ │ │ ├── scnet_roi_head.py │ │ │ ├── shared_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ └── res_layer.cpython-38.pyc │ │ │ │ └── res_layer.py │ │ │ ├── sparse_roi_head.py │ │ │ ├── standard_roi_head.py │ │ │ ├── test_mixins.py │ │ │ └── trident_roi_head.py │ │ ├── seg_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── base_semantic_head.cpython-38.pyc │ │ │ │ └── panoptic_fpn_head.cpython-38.pyc │ │ │ ├── base_semantic_head.py │ │ │ ├── panoptic_fpn_head.py │ │ │ └── panoptic_fusion_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── base_panoptic_fusion_head.cpython-38.pyc │ │ │ │ ├── heuristic_fusion_head.cpython-38.pyc │ │ │ │ └── maskformer_fusion_head.cpython-38.pyc │ │ │ │ ├── base_panoptic_fusion_head.py │ │ │ │ ├── heuristic_fusion_head.py │ │ │ │ └── maskformer_fusion_head.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── brick_wrappers.cpython-38.pyc │ │ │ ├── builder.cpython-38.pyc │ │ │ ├── ckpt_convert.cpython-38.pyc │ │ │ ├── conv_upsample.cpython-38.pyc │ │ │ ├── csp_layer.cpython-38.pyc │ │ │ ├── gaussian_target.cpython-38.pyc │ │ │ ├── inverted_residual.cpython-38.pyc │ │ │ ├── make_divisible.cpython-38.pyc │ │ │ ├── misc.cpython-38.pyc │ │ │ ├── normed_predictor.cpython-38.pyc │ │ │ ├── panoptic_gt_processing.cpython-38.pyc │ │ │ ├── point_sample.cpython-38.pyc │ │ │ ├── positional_encoding.cpython-38.pyc │ │ │ ├── res_layer.cpython-38.pyc │ │ │ ├── se_layer.cpython-38.pyc │ │ │ └── transformer.cpython-38.pyc │ │ │ ├── brick_wrappers.py │ │ │ ├── builder.py │ │ │ ├── ckpt_convert.py │ │ │ ├── conv_upsample.py │ │ │ ├── csp_layer.py │ │ │ ├── gaussian_target.py │ │ │ ├── inverted_residual.py │ │ │ ├── make_divisible.py │ │ │ ├── misc.py │ │ │ ├── normed_predictor.py │ │ │ ├── panoptic_gt_processing.py │ │ │ ├── point_sample.py │ │ │ ├── positional_encoding.py │ │ │ ├── res_layer.py │ │ │ ├── se_layer.py │ │ │ └── transformer.py │ ├── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── collect_env.cpython-38.pyc │ │ │ ├── compat_config.cpython-38.pyc │ │ │ ├── contextmanagers.cpython-38.pyc │ │ │ ├── logger.cpython-38.pyc │ │ │ ├── memory.cpython-38.pyc │ │ │ ├── misc.cpython-38.pyc │ │ │ ├── replace_cfg_vals.cpython-38.pyc │ │ │ ├── setup_env.cpython-38.pyc │ │ │ ├── split_batch.cpython-38.pyc │ │ │ ├── util_distribution.cpython-38.pyc │ │ │ └── util_mixins.cpython-38.pyc │ │ ├── collect_env.py │ │ ├── compat_config.py │ │ ├── contextmanagers.py │ │ ├── logger.py │ │ ├── memory.py │ │ ├── misc.py │ │ ├── profiling.py │ │ ├── replace_cfg_vals.py │ │ ├── setup_env.py │ │ ├── split_batch.py │ │ ├── util_distribution.py │ │ ├── util_mixins.py │ │ └── util_random.py │ └── version.py ├── point_game.sh ├── setup.cfg ├── setup.py ├── tools │ ├── analysis_tools │ │ ├── analyze_logs.py │ │ ├── analyze_results.py │ │ ├── benchmark.py │ │ ├── coco_error_analysis.py │ │ ├── confusion_matrix.py │ │ ├── eval_metric.py │ │ ├── get_flops.py │ │ ├── optimize_anchors.py │ │ ├── robustness_eval.py │ │ └── test_robustness.py │ ├── dataset_converters │ │ ├── cityscapes.py │ │ ├── images2coco.py │ │ └── pascal_voc.py │ ├── deployment │ │ ├── mmdet2torchserve.py │ │ ├── mmdet_handler.py │ │ ├── onnx2tensorrt.py │ │ ├── pytorch2onnx.py │ │ ├── test.py │ │ └── test_torchserver.py │ ├── dist_test.sh │ ├── dist_train.sh │ ├── misc │ │ ├── browse_dataset.py │ │ ├── download_dataset.py │ │ └── print_config.py │ ├── model_converters │ │ ├── detectron2pytorch.py │ │ ├── publish_model.py │ │ ├── regnet2mmdet.py │ │ ├── selfsup2mmdet.py │ │ ├── upgrade_model_version.py │ │ └── upgrade_ssd_version.py │ ├── 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