├── .circleci ├── config.yml ├── docker │ └── Dockerfile ├── scripts │ └── get_mmcv_var.sh └── test.yml ├── .dev_scripts └── gather_models.py ├── .gitattributes ├── .github ├── CONTRIBUTING.md ├── ISSUE_TEMPLATE │ ├── 1-bug-report.yml │ ├── 2-feature-request.yml │ ├── 3-new-model.yml │ ├── 4-documentation.yml │ └── config.yml ├── pull_request_template.md └── workflows │ ├── build.yml │ ├── lint.yml │ ├── publish-to-pypi.yml │ └── test_mim.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .pylintrc ├── .readthedocs.yml ├── CITATION.cff ├── LICENSE ├── MANIFEST.in ├── README.md ├── README_zh-CN.md ├── configs ├── _base_ │ ├── datasets │ │ ├── dotav1.py │ │ ├── hrsc.py │ │ ├── hrsid.py │ │ └── ssdd.py │ ├── default_runtime.py │ └── schedules │ │ ├── schedule_1x.py │ │ ├── schedule_3x.py │ │ ├── schedule_40e.py │ │ └── schedule_6x.py ├── cfa │ ├── README.md │ ├── cfa_r50_fpn_1x_dota_le135.py │ ├── cfa_r50_fpn_1x_dota_oc.py │ ├── cfa_r50_fpn_40e_dota_oc.py │ └── metafile.yml ├── convnext │ ├── README.md │ ├── metafile.yml │ └── rotated_retinanet_obb_kld_stable_convnext_adamw_fpn_1x_dota_le90.py ├── csl │ ├── README.md │ ├── metafile.yml │ └── rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90.py ├── g_reppoints │ ├── README.md │ ├── g_reppoints_r50_fpn_1x_dota_le135.py │ └── metafile.yml ├── gliding_vertex │ ├── README.md │ ├── gliding_vertex_r50_fpn_1x_dota_le90.py │ └── metafile.yml ├── gwd │ ├── README.md │ ├── metafile.yml │ ├── rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_obb_gwd_r50_fpn_1x_dota_le135.py │ └── rotated_retinanet_obb_gwd_r50_fpn_1x_dota_le90.py ├── kfiou │ ├── README.md │ ├── metafile.yml │ ├── r3det_kfiou_ln_r50_fpn_1x_dota_oc.py │ ├── r3det_kfiou_ln_swin_tiny_adamw_fpn_1x_dota_ms_rr_oc.py │ ├── r3det_kfiou_ln_swin_tiny_adamw_fpn_2x_dota_ms_rr_oc.py │ ├── r3det_refine_kfiou_ln_r50_fpn_1x_dota_oc.py │ ├── r3det_tiny_kfiou_ln_r50_fpn_1x_dota_oc.py │ ├── roi_trans_kfiou_ln_r50_fpn_1x_dota_le90.py │ ├── roi_trans_kfiou_ln_r50_fpn_1x_dota_ms_rr_le90.py │ ├── roi_trans_kfiou_ln_swin_tiny_fpn_1x_dota_le90.py │ ├── roi_trans_kfiou_ln_swin_tiny_fpn_1x_dota_ms_rr_le90.py │ ├── rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135.py │ ├── rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90.py │ ├── rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_obb_kfiou_r50_fpn_1x_dota_le135.py │ ├── rotated_retinanet_obb_kfiou_r50_fpn_1x_dota_le90.py │ └── s2anet_kfiou_ln_r50_fpn_1x_dota_le135.py ├── kld │ ├── README.md │ ├── metafile.yml │ ├── r3det_kld_r50_fpn_1x_dota_oc.py │ ├── r3det_kld_stable_r50_fpn_1x_dota_oc.py │ ├── r3det_tiny_kld_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_hbb_kld_stable_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_hbb_kld_stable_r50_fpn_6x_hrsc_rr_oc.py │ ├── rotated_retinanet_obb_kld_r50_fpn_1x_dota_le135.py │ ├── rotated_retinanet_obb_kld_r50_fpn_1x_dota_le90.py │ ├── rotated_retinanet_obb_kld_stable_r50_adamw_fpn_1x_dota_le90.py │ ├── rotated_retinanet_obb_kld_stable_r50_fpn_1x_dota_le90.py │ └── rotated_retinanet_obb_kld_stable_r50_fpn_6x_hrsc_rr_le90.py ├── oriented_rcnn │ ├── README.md │ ├── metafile.yml │ ├── oriented_rcnn_r50_fpn_1x_dota_le90.py │ ├── oriented_rcnn_r50_fpn_6x_hrsid_le90.py │ ├── oriented_rcnn_r50_fpn_6x_ssdd_le90.py │ ├── oriented_rcnn_r50_fpn_fp16_1x_dota_le90.py │ └── oriented_rcnn_swin_tiny_fpn_1x_dota_le90.py ├── oriented_reppoints │ ├── README.md │ ├── metafile.yml │ ├── oriented_reppoints_r50_fpn_1x_dota_le135.py │ └── oriented_reppoints_r50_fpn_40e_dota_ms_le135.py ├── r3det │ ├── README.md │ ├── metafile.yml │ ├── r3det_r50_fpn_1x_dota_oc.py │ ├── r3det_refine_r50_fpn_1x_dota_oc.py │ └── r3det_tiny_r50_fpn_1x_dota_oc.py ├── redet │ ├── README.md │ ├── metafile.yml │ ├── redet_re50_refpn_1x_dota_le90.py │ ├── redet_re50_refpn_1x_dota_ms_rr_le90.py │ ├── redet_re50_refpn_3x_hrsc_le90.py │ └── redet_re50_refpn_fp16_1x_dota_le90.py ├── roi_trans │ ├── README.md │ ├── metafile.yml │ ├── roi_trans_r50_fpn_1x_dota_le135.py │ ├── roi_trans_r50_fpn_1x_dota_le90.py │ ├── roi_trans_r50_fpn_1x_dota_ms_le90.py │ ├── roi_trans_r50_fpn_1x_dota_ms_rr_le90.py │ ├── roi_trans_r50_fpn_1x_dota_oc.py │ ├── roi_trans_r50_fpn_fp16_1x_dota_le90.py │ └── roi_trans_swin_tiny_fpn_1x_dota_le90.py ├── rotated_atss │ ├── README.md │ ├── metafile.yml │ ├── r3det_atss_r50_fpn_1x_dota_oc.py │ ├── rotated_atss_hbb_r50_fpn_1x_dota_oc.py │ ├── rotated_atss_obb_r50_fpn_1x_dota_le135.py │ └── rotated_atss_obb_r50_fpn_1x_dota_le90.py ├── rotated_faster_rcnn │ ├── README.md │ ├── metafile.yml │ └── rotated_faster_rcnn_r50_fpn_1x_dota_le90.py ├── rotated_fcos │ ├── README.md │ ├── metafile.yml │ ├── rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90.py │ ├── rotated_fcos_kld_r50_fpn_1x_dota_le90.py │ ├── rotated_fcos_r50_fpn_1x_dota_le90.py │ └── rotated_fcos_sep_angle_r50_fpn_1x_dota_le90.py ├── rotated_reppoints │ ├── README.md │ ├── metafile.yml │ ├── rotated_reppoints_r50_fpn_1x_dota_le135.py │ └── rotated_reppoints_r50_fpn_1x_dota_oc.py ├── rotated_retinanet │ ├── README.md │ ├── metafile.yml │ ├── rotated_retinanet_hbb_r50_fpn_1x_dota_le135.py │ ├── rotated_retinanet_hbb_r50_fpn_1x_dota_le90.py │ ├── rotated_retinanet_hbb_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_hbb_r50_fpn_6x_hrsc_rr_oc.py │ ├── rotated_retinanet_obb_r50_fpn_1x_dota_le135.py │ ├── rotated_retinanet_obb_r50_fpn_1x_dota_le90.py │ ├── rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90.py │ ├── rotated_retinanet_obb_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_obb_r50_fpn_6x_hrsc_rr_le90.py │ └── rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90.py ├── s2anet │ ├── README.md │ ├── metafile.yml │ ├── s2anet_r50_fpn_1x_dota_le135.py │ ├── s2anet_r50_fpn_3x_hrsc_le135.py │ └── s2anet_r50_fpn_fp16_1x_dota_le135.py └── sasm_reppoints │ ├── README.md │ ├── metafile.yml │ └── sasm_reppoints_r50_fpn_1x_dota_oc.py ├── demo ├── MMRotate_Tutorial.ipynb ├── demo.jpg ├── dota_demo.jpg ├── huge_image_demo.py └── image_demo.py ├── docker ├── Dockerfile └── serve │ ├── Dockerfile │ ├── config.properties │ └── entrypoint.sh ├── docs ├── en │ ├── Makefile │ ├── _static │ │ ├── css │ │ │ └── readthedocs.css │ │ └── image │ │ │ ├── mmrotate-logo.png │ │ │ ├── qq_group_qrcode.jpg │ │ │ └── zhihu_qrcode.jpg │ ├── api.rst │ ├── changelog.md │ ├── conf.py │ ├── faq.md │ ├── get_started.md │ ├── index.rst │ ├── install.md │ ├── intro.md │ ├── make.bat │ ├── model_zoo.md │ ├── stat.py │ ├── switch_language.md │ ├── tutorials │ │ ├── customize_config.md │ │ ├── customize_dataset.md │ │ ├── customize_models.md │ │ ├── customize_runtime.md │ │ └── index.rst │ └── useful_tools.md └── zh_cn │ ├── Makefile │ ├── _static │ ├── css │ │ └── readthedocs.css │ └── image │ │ ├── mmrotate-logo.png │ │ ├── qq_group_qrcode.jpg │ │ └── zhihu_qrcode.jpg │ ├── api.rst │ ├── changelog.md │ ├── conf.py │ ├── faq.md │ ├── get_started.md │ ├── index.rst │ ├── install.md │ ├── intro.md │ ├── make.bat │ ├── model_zoo.md │ ├── stat.py │ ├── switch_language.md │ ├── tutorials │ ├── customize_config.md │ ├── customize_dataset.md │ ├── customize_models.md │ ├── customize_runtime.md │ └── index.rst │ └── useful_tools.md ├── mmrotate ├── __init__.py ├── apis │ ├── __init__.py │ ├── inference.py │ └── train.py ├── core │ ├── __init__.py │ ├── anchor │ │ ├── __init__.py │ │ ├── anchor_generator.py │ │ ├── builder.py │ │ └── utils.py │ ├── bbox │ │ ├── __init__.py │ │ ├── assigners │ │ │ ├── __init__.py │ │ │ ├── atss_kld_assigner.py │ │ │ ├── atss_obb_assigner.py │ │ │ ├── convex_assigner.py │ │ │ ├── max_convex_iou_assigner.py │ │ │ └── sas_assigner.py │ │ ├── builder.py │ │ ├── coder │ │ │ ├── __init__.py │ │ │ ├── angle_coder.py │ │ │ ├── delta_midpointoffset_rbbox_coder.py │ │ │ ├── delta_xywha_hbbox_coder.py │ │ │ ├── delta_xywha_rbbox_coder.py │ │ │ ├── distance_angle_point_coder.py │ │ │ └── gliding_vertex_coder.py │ │ ├── iou_calculators │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ └── rotate_iou2d_calculator.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ └── rotate_random_sampler.py │ │ ├── transforms.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ └── gmm.py │ ├── evaluation │ │ ├── __init__.py │ │ └── eval_map.py │ ├── patch │ │ ├── __init__.py │ │ ├── merge_results.py │ │ └── split.py │ ├── post_processing │ │ ├── __init__.py │ │ └── bbox_nms_rotated.py │ └── visualization │ │ ├── __init__.py │ │ ├── image.py │ │ └── palette.py ├── datasets │ ├── __init__.py │ ├── builder.py │ ├── dota.py │ ├── hrsc.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── loading.py │ │ └── transforms.py │ └── sar.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ └── re_resnet.py │ ├── builder.py │ ├── dense_heads │ │ ├── __init__.py │ │ ├── csl_rotated_fcos_head.py │ │ ├── csl_rotated_retina_head.py │ │ ├── kfiou_odm_refine_head.py │ │ ├── kfiou_rotate_retina_head.py │ │ ├── kfiou_rotate_retina_refine_head.py │ │ ├── odm_refine_head.py │ │ ├── oriented_reppoints_head.py │ │ ├── oriented_rpn_head.py │ │ ├── rotated_anchor_free_head.py │ │ ├── rotated_anchor_head.py │ │ ├── rotated_atss_head.py │ │ ├── rotated_fcos_head.py │ │ ├── rotated_reppoints_head.py │ │ ├── rotated_retina_head.py │ │ ├── rotated_retina_refine_head.py │ │ ├── rotated_rpn_head.py │ │ ├── sam_reppoints_head.py │ │ └── utils.py │ ├── detectors │ │ ├── __init__.py │ │ ├── base.py │ │ ├── gliding_vertex.py │ │ ├── oriented_rcnn.py │ │ ├── r3det.py │ │ ├── redet.py │ │ ├── roi_transformer.py │ │ ├── rotate_faster_rcnn.py │ │ ├── rotated_fcos.py │ │ ├── rotated_reppoints.py │ │ ├── rotated_retinanet.py │ │ ├── s2anet.py │ │ ├── single_stage.py │ │ ├── two_stage.py │ │ └── utils.py │ ├── losses │ │ ├── __init__.py │ │ ├── convex_giou_loss.py │ │ ├── gaussian_dist_loss.py │ │ ├── gaussian_dist_loss_v1.py │ │ ├── kf_iou_loss.py │ │ ├── kld_reppoints_loss.py │ │ ├── rotated_iou_loss.py │ │ ├── smooth_focal_loss.py │ │ └── spatial_border_loss.py │ ├── necks │ │ ├── __init__.py │ │ └── re_fpn.py │ ├── roi_heads │ │ ├── __init__.py │ │ ├── bbox_heads │ │ │ ├── __init__.py │ │ │ ├── convfc_rbbox_head.py │ │ │ ├── gv_bbox_head.py │ │ │ └── rotated_bbox_head.py │ │ ├── gv_ratio_roi_head.py │ │ ├── oriented_standard_roi_head.py │ │ ├── roi_extractors │ │ │ ├── __init__.py │ │ │ └── rotate_single_level_roi_extractor.py │ │ ├── roi_trans_roi_head.py │ │ └── rotate_standard_roi_head.py │ └── utils │ │ ├── __init__.py │ │ ├── enn.py │ │ ├── orconv.py │ │ └── ripool.py ├── utils │ ├── __init__.py │ ├── collect_env.py │ ├── compat_config.py │ ├── logger.py │ ├── misc.py │ ├── setup_env.py │ └── util_distribution.py └── version.py ├── model-index.yml ├── requirements.txt ├── requirements ├── build.txt ├── docs.txt ├── mminstall.txt ├── optional.txt ├── readthedocs.txt ├── runtime.txt └── tests.txt ├── resources ├── mmrotate-logo.png ├── qq_group_qrcode.jpg └── zhihu_qrcode.jpg ├── setup.cfg ├── setup.py ├── tests ├── data │ ├── images │ │ └── P0004__1__0___0.png │ └── labelTxt │ │ ├── P0004__1__0___0.txt │ │ └── P0004__1__0___1024.txt ├── test_data │ ├── test_datasets │ │ ├── test_dota.py │ │ └── test_rotate.py │ └── test_pipelines │ │ ├── __init__.py │ │ ├── test_rtransforms.py │ │ └── utils.py ├── test_models │ ├── test_backbones.py │ ├── test_dense_heads │ │ ├── test_rotate_anchor_head.py │ │ └── test_sam_reppoints_head.py │ ├── test_forward.py │ ├── test_loss.py │ └── test_necks.py └── test_utils │ ├── test_compat_config.py │ ├── test_misc.py │ ├── test_overlaps.py │ ├── test_ranchor.py │ ├── test_rutils.py │ ├── test_setup_env.py │ ├── test_transformer.py │ ├── test_version.py │ └── test_visualization.py └── tools ├── analysis_tools ├── analyze_logs.py ├── benchmark.py ├── confusion_matrix.py └── get_flops.py ├── data ├── README.md ├── dota │ ├── README.md │ └── split │ │ ├── img_split.py │ │ └── split_configs │ │ ├── ms_test.json │ │ ├── ms_train.json │ │ 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