├── LICENSE ├── README.md ├── config.py ├── configs ├── dwnet_base_patch4_window7_224.yaml ├── dwnet_tiny_patch4_window7_224.yaml ├── dynamic_dwnet_base_patch4_window7_224.yaml ├── dynamic_dwnet_tiny_patch4_window7_224.yaml ├── i_dynamic_dwnet_base_patch4_window7_224.yaml └── i_dynamic_dwnet_tiny_patch4_window7_224.yaml ├── data ├── __init__.py ├── build.py ├── cached_image_folder.py ├── samplers.py └── zipreader.py ├── downstreams ├── detection │ ├── .dev_scripts │ │ ├── batch_test.py │ │ ├── batch_test.sh │ │ ├── benchmark_filter.py │ │ ├── convert_benchmark_script.py │ │ ├── gather_benchmark_metric.py │ │ ├── gather_models.py │ │ └── linter.sh │ ├── .github │ │ ├── CODE_OF_CONDUCT.md │ │ ├── CONTRIBUTING.md │ │ ├── ISSUE_TEMPLATE │ │ │ ├── config.yml │ │ │ ├── error-report.md │ │ │ ├── feature_request.md │ │ │ ├── general_questions.md │ │ │ └── reimplementation_questions.md │ │ └── workflows │ │ │ ├── build.yml │ │ │ ├── build_pat.yml │ │ │ └── deploy.yml │ ├── .gitignore │ ├── .pre-commit-config.yaml │ ├── .readthedocs.yml │ ├── LICENSE │ ├── README.md │ ├── configs │ │ ├── _base_ │ │ │ ├── datasets │ │ │ │ ├── cityscapes_detection.py │ │ │ │ ├── cityscapes_instance.py │ │ │ │ ├── coco_detection.py │ │ │ │ ├── coco_instance.py │ │ │ │ ├── coco_instance_semantic.py │ │ │ │ ├── deepfashion.py │ │ │ │ ├── lvis_v0.5_instance.py │ │ │ │ ├── lvis_v1_instance.py │ │ │ │ ├── voc0712.py │ │ │ │ └── wider_face.py │ │ │ ├── default_runtime.py │ │ │ ├── models │ │ │ │ ├── cascade_mask_rcnn_dwnet_fpn.py │ │ │ │ ├── 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 │ │ ├── carafe │ │ │ ├── README.md │ │ │ ├── faster_rcnn_r50_fpn_carafe_1x_coco.py │ │ │ └── mask_rcnn_r50_fpn_carafe_1x_coco.py │ │ ├── cascade_rcnn │ │ │ ├── README.md │ │ │ ├── cascade_mask_rcnn_r101_caffe_fpn_1x_coco.py │ │ │ ├── cascade_mask_rcnn_r101_fpn_1x_coco.py │ │ │ ├── cascade_mask_rcnn_r101_fpn_20e_coco.py │ │ │ ├── cascade_mask_rcnn_r50_caffe_fpn_1x_coco.py │ │ │ ├── cascade_mask_rcnn_r50_fpn_1x_coco.py │ │ │ ├── cascade_mask_rcnn_r50_fpn_20e_coco.py │ │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_1x_coco.py │ │ │ ├── cascade_mask_rcnn_x101_32x4d_fpn_20e_coco.py │ │ │ ├── cascade_mask_rcnn_x101_64x4d_fpn_1x_coco.py │ │ │ ├── cascade_mask_rcnn_x101_64x4d_fpn_20e_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 │ │ ├── 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 │ │ ├── centripetalnet │ │ │ ├── README.md │ │ │ └── centripetalnet_hourglass104_mstest_16x6_210e_coco.py │ │ ├── cityscapes │ │ │ ├── README.md │ │ │ ├── faster_rcnn_r50_fpn_1x_cityscapes.py │ │ │ └── mask_rcnn_r50_fpn_1x_cityscapes.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 │ │ ├── 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_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 │ │ │ ├── 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_mdconv_c3-c5_1x_coco.py │ │ ├── deepfashion │ │ │ ├── README.md │ │ │ └── mask_rcnn_r50_fpn_15e_deepfashion.py │ │ ├── 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_r50_1x_coco.py │ │ │ ├── htc_r50_rfp_1x_coco.py │ │ │ └── htc_r50_sac_1x_coco.py │ │ ├── detr │ │ │ ├── README.md │ │ │ └── detr_r50_8x2_150e_coco.py │ │ ├── double_heads │ │ │ ├── README.md │ │ │ └── dh_faster_rcnn_r50_fpn_1x_coco.py │ │ ├── dwnet │ │ │ ├── cascade_mask_rcnn_dwnet_base_patch4_window7_mstrain_480-800_giou_4conv1f_adamw_3x_coco.py │ │ │ ├── cascade_mask_rcnn_dwnet_tiny_patch4_window7_mstrain_480-800_giou_4conv1f_adamw_3x_coco.py │ │ │ ├── cascade_mask_rcnn_dynamic_dwnet_base_patch4_window7_mstrain_480-800_giou_4conv1f_adamw_3x_coco.py │ │ │ └── cascade_mask_rcnn_dynamic_dwnet_tiny_patch4_window7_mstrain_480-800_giou_4conv1f_adamw_3x_coco.py │ │ ├── dynamic_rcnn │ │ │ ├── README.md │ │ │ └── dynamic_rcnn_r50_fpn_1x.py │ │ ├── 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 │ │ ├── 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_fpn_1x_coco.py │ │ │ ├── faster_rcnn_r101_fpn_2x_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_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_giou_1x_coco.py │ │ │ ├── faster_rcnn_r50_fpn_iou_1x_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_64x4d_fpn_1x_coco.py │ │ │ └── faster_rcnn_x101_64x4d_fpn_2x_coco.py │ │ ├── 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 │ │ ├── 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 │ │ ├── fp16 │ │ │ ├── README.md │ │ │ ├── faster_rcnn_r50_fpn_fp16_1x_coco.py │ │ │ ├── mask_rcnn_r50_fpn_fp16_1x_coco.py │ │ │ └── retinanet_r50_fpn_fp16_1x_coco.py │ │ ├── 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 │ │ │ ├── retinanet_r50_fpg-chn128_crop640_50e_coco.py │ │ │ └── retinanet_r50_fpg_crop640_50e_coco.py │ │ ├── free_anchor │ │ │ ├── README.md │ │ │ ├── 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 │ │ ├── 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 │ │ ├── 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 │ │ ├── ghm │ │ │ ├── README.md │ │ │ ├── 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 │ │ ├── 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 │ │ ├── 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 │ │ ├── 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 │ │ ├── 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 │ │ ├── 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 │ │ ├── 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 │ │ ├── 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 │ │ ├── ld │ │ │ ├── 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 │ │ │ └── readme.md │ │ ├── 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 │ │ ├── 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_fpn_1x_coco.py │ │ │ ├── mask_rcnn_r101_fpn_2x_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_poly_1x_coco.py │ │ │ ├── mask_rcnn_x101_32x4d_fpn_1x_coco.py │ │ │ ├── mask_rcnn_x101_32x4d_fpn_2x_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 │ │ ├── ms_rcnn │ │ │ ├── README.md │ │ │ ├── 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 │ │ │ ├── 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 │ │ │ ├── retinanet_r50_fpn_crop640_50e_coco.py │ │ │ └── retinanet_r50_nasfpn_crop640_50e_coco.py │ │ ├── paa │ │ │ ├── README.md │ │ │ ├── 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 │ │ ├── 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 │ │ │ ├── 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 │ │ │ ├── point_rend_r50_caffe_fpn_mstrain_1x_coco.py │ │ │ └── point_rend_r50_caffe_fpn_mstrain_3x_coco.py │ │ ├── regnet │ │ │ ├── README.md │ │ │ ├── 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 │ │ │ ├── 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-4GF_fpn_1x_coco.py │ │ │ ├── mask_rcnn_regnetx-6.4GF_fpn_1x_coco.py │ │ │ ├── mask_rcnn_regnetx-8GF_fpn_1x_coco.py │ │ │ ├── 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 │ │ │ ├── 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 │ │ ├── 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 │ │ ├── retinanet │ │ │ ├── README.md │ │ │ ├── retinanet_r101_caffe_fpn_1x_coco.py │ │ │ ├── retinanet_r101_fpn_1x_coco.py │ │ │ ├── retinanet_r101_fpn_2x_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_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 │ │ ├── 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 │ │ │ ├── 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 │ │ │ ├── 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 │ │ ├── sparse_rcnn │ │ │ ├── README.md │ │ │ ├── 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 │ │ │ ├── ssd300_coco.py │ │ │ └── ssd512_coco.py │ │ ├── tridentnet │ │ │ ├── README.md │ │ │ ├── tridentnet_r50_caffe_1x_coco.py │ │ │ ├── tridentnet_r50_caffe_mstrain_1x_coco.py │ │ │ └── tridentnet_r50_caffe_mstrain_3x_coco.py │ │ ├── vfnet │ │ │ ├── README.md │ │ │ ├── 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 │ │ │ ├── yolact_r101_1x8_coco.py │ │ │ ├── yolact_r50_1x8_coco.py │ │ │ └── yolact_r50_8x8_coco.py │ │ └── yolo │ │ │ ├── README.md │ │ │ ├── yolov3_d53_320_273e_coco.py │ │ │ ├── yolov3_d53_mstrain-416_273e_coco.py │ │ │ └── yolov3_d53_mstrain-608_273e_coco.py │ ├── demo │ │ ├── MMDet_Tutorial.ipynb │ │ ├── create_result_gif.py │ │ ├── demo.jpg │ │ ├── demo.mp4 │ │ ├── image_demo.py │ │ ├── inference_demo.ipynb │ │ ├── video_demo.py │ │ └── webcam_demo.py │ ├── docker │ │ ├── Dockerfile │ │ └── serve │ │ │ ├── Dockerfile │ │ │ ├── config.properties │ │ │ └── entrypoint.sh │ ├── docs │ │ ├── 1_exist_data_model.md │ │ ├── 2_new_data_model.md │ │ ├── 3_exist_data_new_model.md │ │ ├── Makefile │ │ ├── api.rst │ │ ├── changelog.md │ │ ├── compatibility.md │ │ ├── conf.py │ │ ├── conventions.md │ │ ├── faq.md │ │ ├── get_started.md │ │ ├── index.rst │ │ ├── make.bat │ │ ├── model_zoo.md │ │ ├── projects.md │ │ ├── robustness_benchmarking.md │ │ ├── stat.py │ │ ├── tutorials │ │ │ ├── config.md │ │ │ ├── customize_dataset.md │ │ │ ├── customize_losses.md │ │ │ ├── customize_models.md │ │ │ ├── customize_runtime.md │ │ │ ├── data_pipeline.md │ │ │ ├── finetune.md │ │ │ ├── index.rst │ │ │ ├── onnx2tensorrt.md │ │ │ └── pytorch2onnx.md │ │ └── useful_tools.md │ ├── mmcv_custom │ │ ├── __init__.py │ │ ├── checkpoint.py │ │ └── runner │ │ │ ├── __init__.py │ │ │ ├── checkpoint.py │ │ │ └── epoch_based_runner.py │ ├── mmdet │ │ ├── Untitled-Copy1.ipynb │ │ ├── __init__.py │ │ ├── apis │ │ │ ├── __init__.py │ │ │ ├── inference.py │ │ │ ├── test.py │ │ │ └── train.py │ │ ├── core │ │ │ ├── __init__.py │ │ │ ├── anchor │ │ │ │ ├── __init__.py │ │ │ │ ├── anchor_generator.py │ │ │ │ ├── builder.py │ │ │ │ ├── point_generator.py │ │ │ │ └── utils.py │ │ │ ├── bbox │ │ │ │ ├── __init__.py │ │ │ │ ├── assigners │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── approx_max_iou_assigner.py │ │ │ │ │ ├── assign_result.py │ │ │ │ │ ├── atss_assigner.py │ │ │ │ │ ├── base_assigner.py │ │ │ │ │ ├── center_region_assigner.py │ │ │ │ │ ├── grid_assigner.py │ │ │ │ │ ├── hungarian_assigner.py │ │ │ │ │ ├── max_iou_assigner.py │ │ │ │ │ ├── point_assigner.py │ │ │ │ │ └── region_assigner.py │ │ │ │ ├── builder.py │ │ │ │ ├── coder │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_bbox_coder.py │ │ │ │ │ ├── bucketing_bbox_coder.py │ │ │ │ │ ├── delta_xywh_bbox_coder.py │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.py │ │ │ │ │ ├── pseudo_bbox_coder.py │ │ │ │ │ ├── tblr_bbox_coder.py │ │ │ │ │ └── yolo_bbox_coder.py │ │ │ │ ├── demodata.py │ │ │ │ ├── iou_calculators │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── builder.py │ │ │ │ │ └── iou2d_calculator.py │ │ │ │ ├── match_costs │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── builder.py │ │ │ │ │ └── match_cost.py │ │ │ │ ├── samplers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_sampler.py │ │ │ │ │ ├── combined_sampler.py │ │ │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ │ │ ├── ohem_sampler.py │ │ │ │ │ ├── pseudo_sampler.py │ │ │ │ │ ├── random_sampler.py │ │ │ │ │ ├── sampling_result.py │ │ │ │ │ └── score_hlr_sampler.py │ │ │ │ └── transforms.py │ │ │ ├── evaluation │ │ │ │ ├── __init__.py │ │ │ │ ├── bbox_overlaps.py │ │ │ │ ├── class_names.py │ │ │ │ ├── eval_hooks.py │ │ │ │ ├── mean_ap.py │ │ │ │ └── recall.py │ │ │ ├── export │ │ │ │ ├── __init__.py │ │ │ │ └── pytorch2onnx.py │ │ │ ├── mask │ │ │ │ ├── __init__.py │ │ │ │ ├── mask_target.py │ │ │ │ ├── structures.py │ │ │ │ └── utils.py │ │ │ ├── post_processing │ │ │ │ ├── __init__.py │ │ │ │ ├── bbox_nms.py │ │ │ │ └── merge_augs.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── dist_utils.py │ │ │ │ └── misc.py │ │ │ └── visualization │ │ │ │ ├── __init__.py │ │ │ │ └── image.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ ├── cityscapes.py │ │ │ ├── coco.py │ │ │ ├── custom.py │ │ │ ├── dataset_wrappers.py │ │ │ ├── deepfashion.py │ │ │ ├── lvis.py │ │ │ ├── pipelines │ │ │ │ ├── __init__.py │ │ │ │ ├── auto_augment.py │ │ │ │ ├── compose.py │ │ │ │ ├── formating.py │ │ │ │ ├── instaboost.py │ │ │ │ ├── loading.py │ │ │ │ ├── test_time_aug.py │ │ │ │ └── transforms.py │ │ │ ├── samplers │ │ │ │ ├── __init__.py │ │ │ │ ├── distributed_sampler.py │ │ │ │ └── group_sampler.py │ │ │ ├── utils.py │ │ │ ├── voc.py │ │ │ ├── wider_face.py │ │ │ └── xml_style.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── backbones │ │ │ │ ├── __init__.py │ │ │ │ ├── darknet.py │ │ │ │ ├── detectors_resnet.py │ │ │ │ ├── detectors_resnext.py │ │ │ │ ├── dwnet.py │ │ │ │ ├── hourglass.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── regnet.py │ │ │ │ ├── res2net.py │ │ │ │ ├── resnest.py │ │ │ │ ├── resnet.py │ │ │ │ ├── resnext.py │ │ │ │ ├── ssd_vgg.py │ │ │ │ └── trident_resnet.py │ │ │ ├── builder.py │ │ │ ├── dense_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── anchor_free_head.py │ │ │ │ ├── anchor_head.py │ │ │ │ ├── atss_head.py │ │ │ │ ├── base_dense_head.py │ │ │ │ ├── cascade_rpn_head.py │ │ │ │ ├── centripetal_head.py │ │ │ │ ├── corner_head.py │ │ │ │ ├── dense_test_mixins.py │ │ │ │ ├── embedding_rpn_head.py │ │ │ │ ├── fcos_head.py │ │ │ │ ├── fovea_head.py │ │ │ │ ├── free_anchor_retina_head.py │ │ │ │ ├── fsaf_head.py │ │ │ │ ├── ga_retina_head.py │ │ │ │ ├── ga_rpn_head.py │ │ │ │ ├── gfl_head.py │ │ │ │ ├── guided_anchor_head.py │ │ │ │ ├── ld_head.py │ │ │ │ ├── nasfcos_head.py │ │ │ │ ├── paa_head.py │ │ │ │ ├── pisa_retinanet_head.py │ │ │ │ ├── pisa_ssd_head.py │ │ │ │ ├── reppoints_head.py │ │ │ │ ├── retina_head.py │ │ │ │ ├── retina_sepbn_head.py │ │ │ │ ├── rpn_head.py │ │ │ │ ├── rpn_test_mixin.py │ │ │ │ ├── sabl_retina_head.py │ │ │ │ ├── ssd_head.py │ │ │ │ ├── transformer_head.py │ │ │ │ ├── vfnet_head.py │ │ │ │ ├── yolact_head.py │ │ │ │ └── yolo_head.py │ │ │ ├── detectors │ │ │ │ ├── __init__.py │ │ │ │ ├── atss.py │ │ │ │ ├── base.py │ │ │ │ ├── cascade_rcnn.py │ │ │ │ ├── cornernet.py │ │ │ │ ├── detr.py │ │ │ │ ├── fast_rcnn.py │ │ │ │ ├── faster_rcnn.py │ │ │ │ ├── fcos.py │ │ │ │ ├── fovea.py │ │ │ │ ├── fsaf.py │ │ │ │ ├── gfl.py │ │ │ │ ├── grid_rcnn.py │ │ │ │ ├── htc.py │ │ │ │ ├── kd_one_stage.py │ │ │ │ ├── mask_rcnn.py │ │ │ │ ├── mask_scoring_rcnn.py │ │ │ │ ├── nasfcos.py │ │ │ │ ├── paa.py │ │ │ │ ├── point_rend.py │ │ │ │ ├── reppoints_detector.py │ │ │ │ ├── retinanet.py │ │ │ │ ├── rpn.py │ │ │ │ ├── scnet.py │ │ │ │ ├── single_stage.py │ │ │ │ ├── sparse_rcnn.py │ │ │ │ ├── trident_faster_rcnn.py │ │ │ │ ├── two_stage.py │ │ │ │ ├── vfnet.py │ │ │ │ ├── yolact.py │ │ │ │ └── yolo.py │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── accuracy.py │ │ │ │ ├── ae_loss.py │ │ │ │ ├── balanced_l1_loss.py │ │ │ │ ├── cross_entropy_loss.py │ │ │ │ ├── focal_loss.py │ │ │ │ ├── gaussian_focal_loss.py │ │ │ │ ├── gfocal_loss.py │ │ │ │ ├── ghm_loss.py │ │ │ │ ├── iou_loss.py │ │ │ │ ├── kd_loss.py │ │ │ │ ├── mse_loss.py │ │ │ │ ├── pisa_loss.py │ │ │ │ ├── smooth_l1_loss.py │ │ │ │ ├── utils.py │ │ │ │ └── varifocal_loss.py │ │ │ ├── necks │ │ │ │ ├── __init__.py │ │ │ │ ├── bfp.py │ │ │ │ ├── channel_mapper.py │ │ │ │ ├── fpg.py │ │ │ │ ├── fpn.py │ │ │ │ ├── fpn_carafe.py │ │ │ │ ├── hrfpn.py │ │ │ │ ├── nas_fpn.py │ │ │ │ ├── nasfcos_fpn.py │ │ │ │ ├── pafpn.py │ │ │ │ ├── rfp.py │ │ │ │ └── yolo_neck.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 │ │ │ │ │ ├── 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 │ │ │ │ │ ├── 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 │ │ │ │ │ ├── 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 │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── builder.py │ │ │ │ ├── gaussian_target.py │ │ │ │ ├── positional_encoding.py │ │ │ │ ├── res_layer.py │ │ │ │ └── transformer.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── collect_env.py │ │ │ ├── contextmanagers.py │ │ │ ├── logger.py │ │ │ ├── optimizer.py │ │ │ ├── profiling.py │ │ │ ├── util_mixins.py │ │ │ └── util_random.py │ │ └── version.py │ ├── pytest.ini │ ├── requirements.txt │ ├── requirements │ │ ├── build.txt │ │ ├── docs.txt │ │ ├── optional.txt │ │ ├── readthedocs.txt │ │ ├── runtime.txt │ │ └── tests.txt │ ├── resources │ │ ├── coco_test_12510.jpg │ │ ├── corruptions_sev_3.png │ │ ├── data_pipeline.png │ │ ├── loss_curve.png │ │ └── mmdet-logo.png │ ├── setup.cfg │ ├── setup.py │ ├── tests │ │ ├── test_data │ │ │ ├── test_datasets │ │ │ │ ├── test_coco_dataset.py │ │ │ │ ├── test_common.py │ │ │ │ ├── test_custom_dataset.py │ │ │ │ ├── test_dataset_wrapper.py │ │ │ │ └── test_xml_dataset.py │ │ │ ├── test_pipelines │ │ │ │ ├── test_formatting.py │ │ │ │ ├── test_loading.py │ │ │ │ ├── test_sampler.py │ │ │ │ └── test_transform │ │ │ │ │ ├── test_img_augment.py │ │ │ │ │ ├── test_models_aug_test.py │ │ │ │ │ ├── test_rotate.py │ │ │ │ │ ├── test_shear.py │ │ │ │ │ ├── test_transform.py │ │ │ │ │ └── test_translate.py │ │ │ └── test_utils.py │ │ ├── test_metrics │ │ │ ├── test_box_overlap.py │ │ │ └── test_losses.py │ │ ├── test_models │ │ │ ├── test_backbones │ │ │ │ ├── __init__.py │ │ │ │ ├── test_hourglass.py │ │ │ │ ├── test_regnet.py │ │ │ │ ├── test_renext.py │ │ │ │ ├── test_res2net.py │ │ │ │ ├── test_resnest.py │ │ │ │ ├── test_resnet.py │ │ │ │ ├── test_trident_resnet.py │ │ │ │ └── utils.py │ │ │ ├── test_dense_heads │ │ │ │ ├── test_anchor_head.py │ │ │ │ ├── test_corner_head.py │ │ │ │ ├── test_fcos_head.py │ │ │ │ ├── test_fsaf_head.py │ │ │ │ ├── test_ga_anchor_head.py │ │ │ │ ├── test_ld_head.py │ │ │ │ ├── test_paa_head.py │ │ │ │ ├── test_pisa_head.py │ │ │ │ ├── test_sabl_retina_head.py │ │ │ │ ├── test_transformer_head.py │ │ │ │ ├── test_vfnet_head.py │ │ │ │ └── test_yolact_head.py │ │ │ ├── test_forward.py │ │ │ ├── test_necks.py │ │ │ ├── test_roi_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── test_bbox_head.py │ │ │ │ ├── test_mask_head.py │ │ │ │ ├── test_roi_extractor.py │ │ │ │ ├── test_sabl_bbox_head.py │ │ │ │ └── utils.py │ │ │ └── test_utils │ │ │ │ ├── test_position_encoding.py │ │ │ │ └── test_transformer.py │ │ ├── test_onnx │ │ │ ├── __init__.py │ │ │ ├── test_head.py │ │ │ ├── test_neck.py │ │ │ └── utils.py │ │ ├── test_runtime │ │ │ ├── async_benchmark.py │ │ │ ├── test_async.py │ │ │ ├── test_config.py │ │ │ ├── test_eval_hook.py │ │ │ └── test_fp16.py │ │ └── test_utils │ │ │ ├── test_anchor.py │ │ │ ├── test_assigner.py │ │ │ ├── test_coder.py │ │ │ ├── test_masks.py │ │ │ ├── test_misc.py │ │ │ ├── test_version.py │ │ │ └── test_visualization.py │ └── tools │ │ ├── analysis_tools │ │ ├── __init__.py │ │ ├── analyze_logs.py │ │ ├── analyze_results.py │ │ ├── benchmark.py │ │ ├── coco_error_analysis.py │ │ ├── eval_metric.py │ │ ├── flops_counter.py │ │ ├── get_flops.py │ │ ├── robustness_eval.py │ │ └── test_robustness.py │ │ ├── dataset_converters │ │ ├── cityscapes.py │ │ └── pascal_voc.py │ │ ├── deployment │ │ ├── mmdet2torchserve.py │ │ ├── mmdet_handler.py │ │ ├── onnx2tensorrt.py │ │ └── pytorch2onnx.py │ │ ├── dist_test.sh │ │ ├── dist_train.sh │ │ ├── misc │ │ ├── browse_dataset.py │ │ └── print_config.py │ │ ├── model_converters │ │ ├── detectron2pytorch.py │ │ ├── publish_model.py │ │ ├── regnet2mmdet.py │ │ └── upgrade_model_version.py │ │ ├── slurm_test.sh │ │ ├── slurm_train.sh │ │ ├── test.py │ │ └── train.py └── segmentation │ ├── .dev │ ├── gather_models.py │ └── upload_modelzoo.py │ ├── .github │ ├── CODE_OF_CONDUCT.md │ ├── CONTRIBUTING.md │ ├── ISSUE_TEMPLATE │ │ ├── config.yml │ │ ├── error-report.md │ │ ├── feature_request.md │ │ └── general_questions.md │ └── workflows │ │ ├── build.yml │ │ └── deploy.yml │ ├── .gitignore │ ├── .pre-commit-config.yaml │ ├── .readthedocs.yml │ ├── LICENSE │ ├── README.md │ ├── configs │ ├── _base_ │ │ ├── datasets │ │ │ ├── ade20k.py │ │ │ ├── chase_db1.py │ │ │ ├── cityscapes.py │ │ │ ├── cityscapes_769x769.py │ │ │ ├── drive.py │ │ │ ├── hrf.py │ │ │ ├── pascal_context.py │ │ │ ├── pascal_voc12.py │ │ │ ├── pascal_voc12_aug.py │ │ │ └── stare.py │ │ ├── default_runtime.py │ │ ├── models │ │ │ ├── ann_r50-d8.py │ │ │ ├── apcnet_r50-d8.py │ │ │ ├── ccnet_r50-d8.py │ │ │ ├── cgnet.py │ │ │ ├── danet_r50-d8.py │ │ │ ├── deeplabv3_r50-d8.py │ │ │ ├── deeplabv3_unet_s5-d16.py │ │ │ ├── deeplabv3plus_r50-d8.py │ │ │ ├── dmnet_r50-d8.py │ │ │ ├── dnl_r50-d8.py │ │ │ ├── emanet_r50-d8.py │ │ │ ├── encnet_r50-d8.py │ │ │ ├── fast_scnn.py │ │ │ ├── fcn_hr18.py │ │ │ ├── fcn_r50-d8.py │ │ │ ├── fcn_unet_s5-d16.py │ │ │ ├── fpn_r50.py │ │ │ ├── gcnet_r50-d8.py │ │ │ ├── lraspp_m-v3-d8.py │ │ │ ├── nonlocal_r50-d8.py │ │ │ ├── ocrnet_hr18.py │ │ │ ├── ocrnet_r50-d8.py │ │ │ ├── pointrend_r50.py │ │ │ ├── psanet_r50-d8.py │ │ │ ├── pspnet_r50-d8.py │ │ │ ├── pspnet_unet_s5-d16.py │ │ │ ├── upernet_dwnet.py │ │ │ └── upernet_r50.py │ │ └── schedules │ │ │ ├── schedule_160k.py │ │ │ ├── schedule_20k.py │ │ │ ├── schedule_40k.py │ │ │ └── schedule_80k.py │ ├── ann │ │ ├── README.md │ │ ├── ann_r101-d8_512x1024_40k_cityscapes.py │ │ ├── ann_r101-d8_512x1024_80k_cityscapes.py │ │ ├── ann_r101-d8_512x512_160k_ade20k.py │ │ ├── ann_r101-d8_512x512_20k_voc12aug.py │ │ ├── ann_r101-d8_512x512_40k_voc12aug.py │ │ ├── ann_r101-d8_512x512_80k_ade20k.py │ │ ├── ann_r101-d8_769x769_40k_cityscapes.py │ │ ├── ann_r101-d8_769x769_80k_cityscapes.py │ │ ├── ann_r50-d8_512x1024_40k_cityscapes.py │ │ ├── ann_r50-d8_512x1024_80k_cityscapes.py │ │ ├── ann_r50-d8_512x512_160k_ade20k.py │ │ ├── ann_r50-d8_512x512_20k_voc12aug.py │ │ ├── ann_r50-d8_512x512_40k_voc12aug.py │ │ ├── ann_r50-d8_512x512_80k_ade20k.py │ │ ├── ann_r50-d8_769x769_40k_cityscapes.py │ │ └── ann_r50-d8_769x769_80k_cityscapes.py │ ├── apcnet │ │ ├── README.md │ │ ├── apcnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── apcnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── apcnet_r101-d8_512x512_160k_ade20k.py │ │ ├── apcnet_r101-d8_512x512_80k_ade20k.py │ │ ├── apcnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── apcnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── apcnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── apcnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── apcnet_r50-d8_512x512_160k_ade20k.py │ │ ├── apcnet_r50-d8_512x512_80k_ade20k.py │ │ ├── apcnet_r50-d8_769x769_40k_cityscapes.py │ │ └── apcnet_r50-d8_769x769_80k_cityscapes.py │ ├── ccnet │ │ ├── README.md │ │ ├── ccnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── ccnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── ccnet_r101-d8_512x512_160k_ade20k.py │ │ ├── ccnet_r101-d8_512x512_20k_voc12aug.py │ │ ├── ccnet_r101-d8_512x512_40k_voc12aug.py │ │ ├── ccnet_r101-d8_512x512_80k_ade20k.py │ │ ├── ccnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── ccnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── ccnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── ccnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── ccnet_r50-d8_512x512_160k_ade20k.py │ │ ├── ccnet_r50-d8_512x512_20k_voc12aug.py │ │ ├── ccnet_r50-d8_512x512_40k_voc12aug.py │ │ ├── ccnet_r50-d8_512x512_80k_ade20k.py │ │ ├── ccnet_r50-d8_769x769_40k_cityscapes.py │ │ └── ccnet_r50-d8_769x769_80k_cityscapes.py │ ├── cgnet │ │ ├── README.md │ │ ├── cgnet_512x1024_60k_cityscapes.py │ │ └── cgnet_680x680_60k_cityscapes.py │ ├── danet │ │ ├── README.md │ │ ├── danet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── danet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── danet_r101-d8_512x512_160k_ade20k.py │ │ ├── danet_r101-d8_512x512_20k_voc12aug.py │ │ ├── danet_r101-d8_512x512_40k_voc12aug.py │ │ ├── danet_r101-d8_512x512_80k_ade20k.py │ │ ├── danet_r101-d8_769x769_40k_cityscapes.py │ │ ├── danet_r101-d8_769x769_80k_cityscapes.py │ │ ├── danet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── danet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── danet_r50-d8_512x512_160k_ade20k.py │ │ ├── danet_r50-d8_512x512_20k_voc12aug.py │ │ ├── danet_r50-d8_512x512_40k_voc12aug.py │ │ ├── danet_r50-d8_512x512_80k_ade20k.py │ │ ├── danet_r50-d8_769x769_40k_cityscapes.py │ │ └── danet_r50-d8_769x769_80k_cityscapes.py │ ├── deeplabv3 │ │ ├── README.md │ │ ├── deeplabv3_r101-d16-mg124_512x1024_40k_cityscapes.py │ │ ├── deeplabv3_r101-d16-mg124_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r101-d8_480x480_40k_pascal_context.py │ │ ├── deeplabv3_r101-d8_480x480_80k_pascal_context.py │ │ ├── deeplabv3_r101-d8_512x1024_40k_cityscapes.py │ │ ├── deeplabv3_r101-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r101-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3_r101-d8_512x512_20k_voc12aug.py │ │ ├── deeplabv3_r101-d8_512x512_40k_voc12aug.py │ │ ├── deeplabv3_r101-d8_512x512_80k_ade20k.py │ │ ├── deeplabv3_r101-d8_769x769_40k_cityscapes.py │ │ ├── deeplabv3_r101-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r101b-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r101b-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r18-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r18-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r18b-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r18b-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r50-d8_480x480_40k_pascal_context.py │ │ ├── deeplabv3_r50-d8_480x480_80k_pascal_context.py │ │ ├── deeplabv3_r50-d8_512x1024_40k_cityscapes.py │ │ ├── deeplabv3_r50-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r50-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3_r50-d8_512x512_20k_voc12aug.py │ │ ├── deeplabv3_r50-d8_512x512_40k_voc12aug.py │ │ ├── deeplabv3_r50-d8_512x512_80k_ade20k.py │ │ ├── deeplabv3_r50-d8_769x769_40k_cityscapes.py │ │ ├── deeplabv3_r50-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r50b-d8_512x1024_80k_cityscapes.py │ │ └── deeplabv3_r50b-d8_769x769_80k_cityscapes.py │ ├── deeplabv3plus │ │ ├── README.md │ │ ├── deeplabv3plus_r101-d16-mg124_512x1024_40k_cityscapes.py │ │ ├── deeplabv3plus_r101-d16-mg124_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_480x480_40k_pascal_context.py │ │ ├── deeplabv3plus_r101-d8_480x480_80k_pascal_context.py │ │ ├── deeplabv3plus_r101-d8_512x1024_40k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3plus_r101-d8_512x512_20k_voc12aug.py │ │ ├── deeplabv3plus_r101-d8_512x512_40k_voc12aug.py │ │ ├── deeplabv3plus_r101-d8_512x512_80k_ade20k.py │ │ ├── deeplabv3plus_r101-d8_769x769_40k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r101b-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r101b-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r18-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r18-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r18b-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r18b-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r50-d8_480x480_40k_pascal_context.py │ │ ├── deeplabv3plus_r50-d8_480x480_80k_pascal_context.py │ │ ├── deeplabv3plus_r50-d8_512x1024_40k_cityscapes.py │ │ ├── deeplabv3plus_r50-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r50-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3plus_r50-d8_512x512_20k_voc12aug.py │ │ ├── deeplabv3plus_r50-d8_512x512_40k_voc12aug.py │ │ ├── deeplabv3plus_r50-d8_512x512_80k_ade20k.py │ │ ├── deeplabv3plus_r50-d8_769x769_40k_cityscapes.py │ │ ├── deeplabv3plus_r50-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r50b-d8_512x1024_80k_cityscapes.py │ │ └── deeplabv3plus_r50b-d8_769x769_80k_cityscapes.py │ ├── dmnet │ │ ├── README.md │ │ ├── dmnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── dmnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── dmnet_r101-d8_512x512_160k_ade20k.py │ │ ├── dmnet_r101-d8_512x512_80k_ade20k.py │ │ ├── dmnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── dmnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── dmnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── dmnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── dmnet_r50-d8_512x512_160k_ade20k.py │ │ ├── dmnet_r50-d8_512x512_80k_ade20k.py │ │ ├── dmnet_r50-d8_769x769_40k_cityscapes.py │ │ └── dmnet_r50-d8_769x769_80k_cityscapes.py │ ├── dnlnet │ │ ├── README.md │ │ ├── dnl_r101-d8_512x1024_40k_cityscapes.py │ │ ├── dnl_r101-d8_512x1024_80k_cityscapes.py │ │ ├── dnl_r101-d8_512x512_160k_ade20k.py │ │ ├── dnl_r101-d8_512x512_80k_ade20k.py │ │ ├── dnl_r101-d8_769x769_40k_cityscapes.py │ │ ├── dnl_r101-d8_769x769_80k_cityscapes.py │ │ ├── dnl_r50-d8_512x1024_40k_cityscapes.py │ │ ├── dnl_r50-d8_512x1024_80k_cityscapes.py │ │ ├── dnl_r50-d8_512x512_160k_ade20k.py │ │ ├── dnl_r50-d8_512x512_80k_ade20k.py │ │ ├── dnl_r50-d8_769x769_40k_cityscapes.py │ │ └── dnl_r50-d8_769x769_80k_cityscapes.py │ ├── dwnet │ │ ├── upernet_dwnet_base_patch4_window7_512x512_160k_ade20k.py │ │ ├── upernet_dwnet_tiny_patch4_window7_512x512_160k_ade20k.py │ │ ├── upernet_dynamic_dwnet_base_patch4_window7_512x512_160k_ade20k.py │ │ └── upernet_dynamic_dwnet_tiny_patch4_window7_512x512_160k_ade20k.py │ ├── emanet │ │ ├── README.md │ │ ├── emanet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── emanet_r101-d8_769x769_80k_cityscapes.py │ │ ├── emanet_r50-d8_512x1024_80k_cityscapes.py │ │ └── emanet_r50-d8_769x769_80k_cityscapes.py │ ├── encnet │ │ ├── README.md │ │ ├── encnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── encnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── encnet_r101-d8_512x512_160k_ade20k.py │ │ ├── encnet_r101-d8_512x512_20k_voc12aug.py │ │ ├── encnet_r101-d8_512x512_40k_voc12aug.py │ │ ├── encnet_r101-d8_512x512_80k_ade20k.py │ │ ├── encnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── encnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── encnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── encnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── encnet_r50-d8_512x512_160k_ade20k.py │ │ ├── encnet_r50-d8_512x512_20k_voc12aug.py │ │ ├── encnet_r50-d8_512x512_40k_voc12aug.py │ │ ├── encnet_r50-d8_512x512_80k_ade20k.py │ │ ├── encnet_r50-d8_769x769_40k_cityscapes.py │ │ ├── encnet_r50-d8_769x769_80k_cityscapes.py │ │ └── encnet_r50s-d8_512x512_80k_ade20k.py │ ├── fastscnn │ │ ├── README.md │ │ └── fast_scnn_4x8_80k_lr0.12_cityscapes.py │ ├── fcn │ │ ├── README.md │ │ ├── fcn_r101-d8_480x480_40k_pascal_context.py │ │ ├── fcn_r101-d8_480x480_80k_pascal_context.py │ │ ├── fcn_r101-d8_512x1024_40k_cityscapes.py │ │ ├── fcn_r101-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r101-d8_512x512_160k_ade20k.py │ │ ├── fcn_r101-d8_512x512_20k_voc12aug.py │ │ ├── fcn_r101-d8_512x512_40k_voc12aug.py │ │ ├── fcn_r101-d8_512x512_80k_ade20k.py │ │ ├── fcn_r101-d8_769x769_40k_cityscapes.py │ │ ├── fcn_r101-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r101b-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r101b-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r18-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r18-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r18b-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r18b-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r50-d8_480x480_40k_pascal_context.py │ │ ├── fcn_r50-d8_480x480_80k_pascal_context.py │ │ ├── fcn_r50-d8_512x1024_40k_cityscapes.py │ │ ├── fcn_r50-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r50-d8_512x512_160k_ade20k.py │ │ ├── fcn_r50-d8_512x512_20k_voc12aug.py │ │ ├── fcn_r50-d8_512x512_40k_voc12aug.py │ │ ├── fcn_r50-d8_512x512_80k_ade20k.py │ │ ├── fcn_r50-d8_769x769_40k_cityscapes.py │ │ ├── fcn_r50-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r50b-d8_512x1024_80k_cityscapes.py │ │ └── fcn_r50b-d8_769x769_80k_cityscapes.py │ ├── fp16 │ │ ├── README.md │ │ ├── deeplabv3_r101-d8_512x1024_80k_fp16_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_512x1024_80k_fp16_cityscapes.py │ │ ├── fcn_r101-d8_512x1024_80k_fp16_cityscapes.py │ │ └── pspnet_r101-d8_512x1024_80k_fp16_cityscapes.py │ ├── gcnet │ │ ├── README.md │ │ ├── gcnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── gcnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── gcnet_r101-d8_512x512_160k_ade20k.py │ │ ├── gcnet_r101-d8_512x512_20k_voc12aug.py │ │ ├── gcnet_r101-d8_512x512_40k_voc12aug.py │ │ ├── gcnet_r101-d8_512x512_80k_ade20k.py │ │ ├── gcnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── gcnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── gcnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── gcnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── gcnet_r50-d8_512x512_160k_ade20k.py │ │ ├── gcnet_r50-d8_512x512_20k_voc12aug.py │ │ ├── gcnet_r50-d8_512x512_40k_voc12aug.py │ │ ├── gcnet_r50-d8_512x512_80k_ade20k.py │ │ ├── gcnet_r50-d8_769x769_40k_cityscapes.py │ │ └── gcnet_r50-d8_769x769_80k_cityscapes.py │ ├── hrnet │ │ ├── README.md │ │ ├── fcn_hr18_480x480_40k_pascal_context.py │ │ ├── fcn_hr18_480x480_80k_pascal_context.py │ │ ├── fcn_hr18_512x1024_160k_cityscapes.py │ │ ├── fcn_hr18_512x1024_40k_cityscapes.py │ │ ├── fcn_hr18_512x1024_80k_cityscapes.py │ │ ├── fcn_hr18_512x512_160k_ade20k.py │ │ ├── fcn_hr18_512x512_20k_voc12aug.py │ │ ├── fcn_hr18_512x512_40k_voc12aug.py │ │ ├── fcn_hr18_512x512_80k_ade20k.py │ │ ├── fcn_hr18s_480x480_40k_pascal_context.py │ │ ├── fcn_hr18s_480x480_80k_pascal_context.py │ │ ├── fcn_hr18s_512x1024_160k_cityscapes.py │ │ ├── fcn_hr18s_512x1024_40k_cityscapes.py │ │ ├── fcn_hr18s_512x1024_80k_cityscapes.py │ │ ├── fcn_hr18s_512x512_160k_ade20k.py │ │ ├── fcn_hr18s_512x512_20k_voc12aug.py │ │ ├── fcn_hr18s_512x512_40k_voc12aug.py │ │ ├── fcn_hr18s_512x512_80k_ade20k.py │ │ ├── fcn_hr48_480x480_40k_pascal_context.py │ │ ├── fcn_hr48_480x480_80k_pascal_context.py │ │ ├── fcn_hr48_512x1024_160k_cityscapes.py │ │ ├── fcn_hr48_512x1024_40k_cityscapes.py │ │ ├── fcn_hr48_512x1024_80k_cityscapes.py │ │ ├── fcn_hr48_512x512_160k_ade20k.py │ │ ├── fcn_hr48_512x512_20k_voc12aug.py │ │ ├── fcn_hr48_512x512_40k_voc12aug.py │ │ └── fcn_hr48_512x512_80k_ade20k.py │ ├── mobilenet_v2 │ │ ├── README.md │ │ ├── deeplabv3_m-v2-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_m-v2-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_m-v2-d8_512x512_160k_ade20k.py │ │ ├── fcn_m-v2-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_m-v2-d8_512x512_160k_ade20k.py │ │ ├── pspnet_m-v2-d8_512x1024_80k_cityscapes.py │ │ └── pspnet_m-v2-d8_512x512_160k_ade20k.py │ ├── mobilenet_v3 │ │ ├── README.md │ │ ├── lraspp_m-v3-d8_512x1024_320k_cityscapes.py │ │ ├── lraspp_m-v3-d8_scratch_512x1024_320k_cityscapes.py │ │ ├── lraspp_m-v3s-d8_512x1024_320k_cityscapes.py │ │ └── lraspp_m-v3s-d8_scratch_512x1024_320k_cityscapes.py │ ├── nonlocal_net │ │ ├── README.md │ │ ├── nonlocal_r101-d8_512x1024_40k_cityscapes.py │ │ ├── nonlocal_r101-d8_512x1024_80k_cityscapes.py │ │ ├── nonlocal_r101-d8_512x512_160k_ade20k.py │ │ ├── nonlocal_r101-d8_512x512_20k_voc12aug.py │ │ ├── nonlocal_r101-d8_512x512_40k_voc12aug.py │ │ ├── nonlocal_r101-d8_512x512_80k_ade20k.py │ │ ├── nonlocal_r101-d8_769x769_40k_cityscapes.py │ │ ├── nonlocal_r101-d8_769x769_80k_cityscapes.py │ │ ├── nonlocal_r50-d8_512x1024_40k_cityscapes.py │ │ ├── nonlocal_r50-d8_512x1024_80k_cityscapes.py │ │ ├── nonlocal_r50-d8_512x512_160k_ade20k.py │ │ ├── nonlocal_r50-d8_512x512_20k_voc12aug.py │ │ ├── nonlocal_r50-d8_512x512_40k_voc12aug.py │ │ ├── nonlocal_r50-d8_512x512_80k_ade20k.py │ │ ├── nonlocal_r50-d8_769x769_40k_cityscapes.py │ │ └── nonlocal_r50-d8_769x769_80k_cityscapes.py │ ├── ocrnet │ │ ├── README.md │ │ ├── ocrnet_hr18_512x1024_160k_cityscapes.py │ │ ├── ocrnet_hr18_512x1024_40k_cityscapes.py │ │ ├── ocrnet_hr18_512x1024_80k_cityscapes.py │ │ ├── ocrnet_hr18_512x512_160k_ade20k.py │ │ ├── ocrnet_hr18_512x512_20k_voc12aug.py │ │ ├── ocrnet_hr18_512x512_40k_voc12aug.py │ │ ├── ocrnet_hr18_512x512_80k_ade20k.py │ │ ├── ocrnet_hr18s_512x1024_160k_cityscapes.py │ │ ├── ocrnet_hr18s_512x1024_40k_cityscapes.py │ │ ├── ocrnet_hr18s_512x1024_80k_cityscapes.py │ │ ├── ocrnet_hr18s_512x512_160k_ade20k.py │ │ ├── ocrnet_hr18s_512x512_20k_voc12aug.py │ │ ├── ocrnet_hr18s_512x512_40k_voc12aug.py │ │ ├── ocrnet_hr18s_512x512_80k_ade20k.py │ │ ├── ocrnet_hr48_512x1024_160k_cityscapes.py │ │ ├── ocrnet_hr48_512x1024_40k_cityscapes.py │ │ ├── ocrnet_hr48_512x1024_80k_cityscapes.py │ │ ├── ocrnet_hr48_512x512_160k_ade20k.py │ │ ├── ocrnet_hr48_512x512_20k_voc12aug.py │ │ ├── ocrnet_hr48_512x512_40k_voc12aug.py │ │ ├── ocrnet_hr48_512x512_80k_ade20k.py │ │ ├── ocrnet_r101-d8_512x1024_40k_b16_cityscapes.py │ │ ├── ocrnet_r101-d8_512x1024_40k_b8_cityscapes.py │ │ └── ocrnet_r101-d8_512x1024_80k_b16_cityscapes.py │ ├── point_rend │ │ ├── README.md │ │ ├── pointrend_r101_512x1024_80k_cityscapes.py │ │ ├── pointrend_r101_512x512_160k_ade20k.py │ │ ├── pointrend_r50_512x1024_80k_cityscapes.py │ │ └── pointrend_r50_512x512_160k_ade20k.py │ ├── psanet │ │ ├── README.md │ │ ├── psanet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── psanet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── psanet_r101-d8_512x512_160k_ade20k.py │ │ ├── psanet_r101-d8_512x512_20k_voc12aug.py │ │ ├── psanet_r101-d8_512x512_40k_voc12aug.py │ │ ├── psanet_r101-d8_512x512_80k_ade20k.py │ │ ├── psanet_r101-d8_769x769_40k_cityscapes.py │ │ ├── psanet_r101-d8_769x769_80k_cityscapes.py │ │ ├── psanet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── psanet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── psanet_r50-d8_512x512_160k_ade20k.py │ │ ├── psanet_r50-d8_512x512_20k_voc12aug.py │ │ ├── psanet_r50-d8_512x512_40k_voc12aug.py │ │ ├── psanet_r50-d8_512x512_80k_ade20k.py │ │ ├── psanet_r50-d8_769x769_40k_cityscapes.py │ │ └── psanet_r50-d8_769x769_80k_cityscapes.py │ ├── pspnet │ │ ├── README.md │ │ ├── pspnet_r101-d8_480x480_40k_pascal_context.py │ │ ├── pspnet_r101-d8_480x480_80k_pascal_context.py │ │ ├── pspnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── pspnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r101-d8_512x512_160k_ade20k.py │ │ ├── pspnet_r101-d8_512x512_20k_voc12aug.py │ │ ├── pspnet_r101-d8_512x512_40k_voc12aug.py │ │ ├── pspnet_r101-d8_512x512_80k_ade20k.py │ │ ├── pspnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── pspnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r101b-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r101b-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r18-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r18-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r18b-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r18b-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r50-d8_480x480_40k_pascal_context.py │ │ ├── pspnet_r50-d8_480x480_80k_pascal_context.py │ │ ├── pspnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── pspnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r50-d8_512x512_160k_ade20k.py │ │ ├── pspnet_r50-d8_512x512_20k_voc12aug.py │ │ ├── pspnet_r50-d8_512x512_40k_voc12aug.py │ │ ├── pspnet_r50-d8_512x512_80k_ade20k.py │ │ ├── pspnet_r50-d8_769x769_40k_cityscapes.py │ │ ├── pspnet_r50-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r50b-d8_512x1024_80k_cityscapes.py │ │ └── pspnet_r50b-d8_769x769_80k_cityscapes.py │ ├── resnest │ │ ├── README.md │ │ ├── deeplabv3_s101-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_s101-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3plus_s101-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_s101-d8_512x512_160k_ade20k.py │ │ ├── fcn_s101-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_s101-d8_512x512_160k_ade20k.py │ │ ├── pspnet_s101-d8_512x1024_80k_cityscapes.py │ │ └── pspnet_s101-d8_512x512_160k_ade20k.py │ ├── sem_fpn │ │ ├── README.md │ │ ├── fpn_r101_512x1024_80k_cityscapes.py │ │ ├── fpn_r101_512x512_160k_ade20k.py │ │ ├── fpn_r50_512x1024_80k_cityscapes.py │ │ └── fpn_r50_512x512_160k_ade20k.py │ ├── unet │ │ ├── README.md │ │ ├── deeplabv3_unet_s5-d16_128x128_40k_chase_db1.py │ │ ├── deeplabv3_unet_s5-d16_128x128_40k_stare.py │ │ ├── deeplabv3_unet_s5-d16_256x256_40k_hrf.py │ │ ├── deeplabv3_unet_s5-d16_64x64_40k_drive.py │ │ ├── fcn_unet_s5-d16_128x128_40k_chase_db1.py │ │ ├── fcn_unet_s5-d16_128x128_40k_stare.py │ │ ├── fcn_unet_s5-d16_256x256_40k_hrf.py │ │ ├── fcn_unet_s5-d16_64x64_40k_drive.py │ │ ├── pspnet_unet_s5-d16_128x128_40k_chase_db1.py │ │ ├── pspnet_unet_s5-d16_128x128_40k_stare.py │ │ ├── pspnet_unet_s5-d16_256x256_40k_hrf.py │ │ └── pspnet_unet_s5-d16_64x64_40k_drive.py │ └── upernet │ │ ├── README.md │ │ ├── upernet_r101_512x1024_40k_cityscapes.py │ │ ├── upernet_r101_512x1024_80k_cityscapes.py │ │ ├── upernet_r101_512x512_160k_ade20k.py │ │ ├── upernet_r101_512x512_20k_voc12aug.py │ │ ├── upernet_r101_512x512_40k_voc12aug.py │ │ ├── upernet_r101_512x512_80k_ade20k.py │ │ ├── upernet_r101_769x769_40k_cityscapes.py │ │ ├── upernet_r101_769x769_80k_cityscapes.py │ │ ├── upernet_r50_512x1024_40k_cityscapes.py │ │ ├── upernet_r50_512x1024_80k_cityscapes.py │ │ ├── upernet_r50_512x512_160k_ade20k.py │ │ ├── upernet_r50_512x512_20k_voc12aug.py │ │ ├── upernet_r50_512x512_40k_voc12aug.py │ │ ├── upernet_r50_512x512_80k_ade20k.py │ │ ├── upernet_r50_769x769_40k_cityscapes.py │ │ └── upernet_r50_769x769_80k_cityscapes.py │ ├── demo │ ├── MMSegmentation_Tutorial.ipynb │ ├── demo.png │ ├── image_demo.py │ └── inference_demo.ipynb │ ├── docker │ └── Dockerfile │ ├── docs │ ├── Makefile │ ├── api.rst │ ├── changelog.md │ ├── conf.py │ ├── dataset_prepare.md │ ├── get_started.md │ ├── index.rst │ ├── inference.md │ ├── make.bat │ ├── model_zoo.md │ ├── stat.py │ ├── train.md │ ├── tutorials │ │ ├── config.md │ │ ├── customize_datasets.md │ │ ├── customize_models.md │ │ ├── customize_runtime.md │ │ ├── data_pipeline.md │ │ ├── index.rst │ │ └── training_tricks.md │ └── useful_tools.md │ ├── mmcv_custom │ ├── __init__.py │ └── checkpoint.py │ ├── mmseg │ ├── __init__.py │ ├── apis │ │ ├── __init__.py │ │ ├── inference.py │ │ ├── test.py │ │ └── train.py │ ├── core │ │ ├── __init__.py │ │ ├── evaluation │ │ │ ├── __init__.py │ │ │ ├── class_names.py │ │ │ ├── eval_hooks.py │ │ │ └── metrics.py │ │ ├── seg │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ └── sampler │ │ │ │ ├── __init__.py │ │ │ │ ├── base_pixel_sampler.py │ │ │ │ └── ohem_pixel_sampler.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ └── misc.py │ ├── datasets │ │ ├── __init__.py │ │ ├── ade.py │ │ ├── builder.py │ │ ├── chase_db1.py │ │ ├── cityscapes.py │ │ ├── custom.py │ │ ├── dataset_wrappers.py │ │ ├── drive.py │ │ ├── hrf.py │ │ ├── pascal_context.py │ │ ├── pipelines │ │ │ ├── __init__.py │ │ │ ├── compose.py │ │ │ ├── formating.py │ │ │ ├── loading.py │ │ │ ├── test_time_aug.py │ │ │ └── transforms.py │ │ ├── stare.py │ │ └── voc.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── cgnet.py │ │ │ ├── dwnet.py │ │ │ ├── fast_scnn.py │ │ │ ├── hrnet.py │ │ │ ├── mobilenet_v2.py │ │ │ ├── mobilenet_v3.py │ │ │ ├── resnest.py │ │ │ ├── resnet.py │ │ │ ├── resnext.py │ │ │ └── unet.py │ │ ├── builder.py │ │ ├── decode_heads │ │ │ ├── __init__.py │ │ │ ├── ann_head.py │ │ │ ├── apc_head.py │ │ │ ├── aspp_head.py │ │ │ ├── cascade_decode_head.py │ │ │ ├── cc_head.py │ │ │ ├── da_head.py │ │ │ ├── decode_head.py │ │ │ ├── dm_head.py │ │ │ ├── dnl_head.py │ │ │ ├── ema_head.py │ │ │ ├── enc_head.py │ │ │ ├── fcn_head.py │ │ │ ├── fpn_head.py │ │ │ ├── gc_head.py │ │ │ ├── lraspp_head.py │ │ │ ├── nl_head.py │ │ │ ├── ocr_head.py │ │ │ ├── point_head.py │ │ │ ├── psa_head.py │ │ │ ├── psp_head.py │ │ │ ├── sep_aspp_head.py │ │ │ ├── sep_fcn_head.py │ │ │ └── uper_head.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── accuracy.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── lovasz_loss.py │ │ │ └── utils.py │ │ ├── necks │ │ │ ├── __init__.py │ │ │ └── fpn.py │ │ ├── segmentors │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── cascade_encoder_decoder.py │ │ │ └── encoder_decoder.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── inverted_residual.py │ │ │ ├── make_divisible.py │ │ │ ├── res_layer.py │ │ │ ├── se_layer.py │ │ │ ├── self_attention_block.py │ │ │ └── up_conv_block.py │ ├── ops │ │ ├── __init__.py │ │ ├── encoding.py │ │ └── wrappers.py │ ├── utils │ │ ├── __init__.py │ │ ├── collect_env.py │ │ └── logger.py │ └── version.py │ ├── pytest.ini │ ├── requirements.txt │ ├── requirements │ ├── docs.txt │ ├── optional.txt │ ├── readthedocs.txt │ ├── runtime.txt │ └── tests.txt │ ├── resources │ ├── mmseg-logo.png │ └── seg_demo.gif │ ├── setup.cfg │ ├── setup.py │ ├── tests │ ├── test_config.py │ ├── test_data │ │ ├── test_dataset.py │ │ ├── test_dataset_builder.py │ │ ├── test_loading.py │ │ ├── test_transform.py │ │ └── test_tta.py │ ├── test_eval_hook.py │ ├── test_inference.py │ ├── test_metrics.py │ ├── test_models │ │ ├── test_backbone.py │ │ ├── test_forward.py │ │ ├── test_heads.py │ │ ├── test_losses.py │ │ ├── test_necks.py │ │ ├── test_segmentor.py │ │ └── test_unet.py │ ├── test_sampler.py │ └── test_utils │ │ ├── test_inverted_residual_module.py │ │ ├── test_make_divisible.py │ │ └── test_se_layer.py │ └── tools │ ├── benchmark.py │ ├── convert_datasets │ ├── chase_db1.py │ ├── cityscapes.py │ ├── drive.py │ ├── hrf.py │ ├── pascal_context.py │ ├── stare.py │ └── voc_aug.py │ ├── dist_test.sh │ ├── dist_train.sh │ ├── flops_counter.py │ ├── get_flops.py │ ├── print_config.py │ ├── publish_model.py │ ├── pytorch2onnx.py │ ├── slurm_test.sh │ ├── slurm_train.sh │ ├── test.py │ └── train.py ├── figures └── relation.png ├── logger.py ├── lr_scheduler.py ├── main.py ├── models ├── __init__.py ├── build.py ├── dwnet.py └── idynamic.py ├── optimizer.py ├── scripts ├── run_dwnet_base_patch4_window7_224.sh ├── run_dwnet_tiny_patch4_window7_224.sh ├── run_dynamic_dwnet_base_patch4_window7_224.sh ├── run_dynamic_dwnet_tiny_patch4_window7_224.sh ├── run_i_dynamic_dwnet_base_patch4_window7_224.sh └── run_i_dynamic_dwnet_tiny_patch4_window7_224.sh └── utils.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Atten4Vis/DemystifyLocalViT/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Atten4Vis/DemystifyLocalViT/HEAD/README.md -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Atten4Vis/DemystifyLocalViT/HEAD/config.py -------------------------------------------------------------------------------- /configs/dwnet_base_patch4_window7_224.yaml: 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