├── .gitignore ├── CITATION.cff ├── LD.png ├── LICENSE ├── MANIFEST.in ├── README.md ├── README_zh-CN.md ├── configs ├── _base_ │ ├── datasets │ │ ├── dotav1.py │ │ ├── hrsid.py │ │ └── ssdd.py │ ├── default_runtime.py │ └── schedules │ │ ├── schedule_1x.py │ │ ├── schedule_3x.py │ │ └── schedule_40e.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 ├── 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_distribution_hbb_gwd_r34_fpn_2x_dota_oc.py │ ├── rotated_retinanet_distribution_hbb_gwd_r50_fpn_2x_dota_oc.py │ ├── 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_tiny_kld_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_distribution_hbb_kld_r34_fpn_2x_dota_oc.py │ ├── rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc.py │ ├── rotated_retinanet_obb_kld_r50_fpn_1x_dota_le135.py │ └── rotated_retinanet_obb_kld_r50_fpn_1x_dota_le90.py ├── ld │ ├── rotated_retinanet_distribution_hbb_gwd_r18_r34_fpn_1x_dota_oc.py │ ├── rotated_retinanet_distribution_hbb_gwd_r18_r50_fpn_1x_dota_oc.py │ └── rotated_retinanet_distribution_hbb_kld_r18_r34_fpn_1x_dota_oc.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_swin_tiny_fpn_1x_dota_le90.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 ├── 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_swin_tiny_fpn_1x_dota_le90.py ├── rotated_faster_rcnn │ ├── README.md │ ├── metafile.yml │ └── rotated_faster_rcnn_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_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 ├── s2anet │ ├── README.md │ ├── metafile.yml │ └── s2anet_r50_fpn_1x_dota_le135.py └── sasm_reppoints │ ├── README.md │ ├── metafile.yml │ └── sasm_reppoints_r50_fpn_1x_dota_oc.py ├── demo ├── README.md ├── demo.jpg └── image_demo.py ├── docker └── Dockerfile ├── 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 └── 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 ├── mmrotate ├── __init__.py ├── apis │ ├── __init__.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 │ │ │ ├── convex_assigner.py │ │ │ ├── max_convex_iou_assigner.py │ │ │ └── sas_assigner.py │ │ ├── builder.py │ │ ├── coder │ │ │ ├── __init__.py │ │ │ ├── delta_midpointoffset_rbbox_coder.py │ │ │ ├── delta_xywha_hbbox_coder.py │ │ │ ├── delta_xywha_rbbox_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 │ ├── post_processing │ │ ├── __init__.py │ │ └── bbox_nms_rotated.py │ └── visualization │ │ ├── __init__.py │ │ └── image.py ├── datasets │ ├── __init__.py │ ├── builder.py │ ├── dota.py │ ├── pipelines │ │ ├── __init__.py │ │ └── transforms.py │ └── sar.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ └── re_resnet.py │ ├── builder.py │ ├── dense_heads │ │ ├── __init__.py │ │ ├── kfiou_odm_refine_head.py │ │ ├── kfiou_rotate_retina_head.py │ │ ├── kfiou_rotate_retina_refine_head.py │ │ ├── ld_rotate_retina_head.py │ │ ├── odm_refine_head.py │ │ ├── oriented_rpn_head.py │ │ ├── rotated_anchor_head.py │ │ ├── rotated_anchor_head_distribution.py │ │ ├── rotated_reppoints_head.py │ │ ├── rotated_retina_head.py │ │ ├── rotated_retina_head_distribution.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_kd_one_stage.py │ │ ├── rotated_reppoints.py │ │ ├── rotated_retinanet.py │ │ ├── rotated_retinanet_distribution.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 │ │ ├── kd_loss.py │ │ ├── kf_iou_loss.py │ │ └── kld_reppoints_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 │ ├── logger.py │ └── misc.py └── version.py ├── model-index.yml ├── requirements.txt ├── requirements ├── build.txt ├── docs.txt ├── mminstall.txt ├── optional.txt ├── readthedocs.txt ├── runtime.txt └── tests.txt ├── setup.cfg ├── setup.py ├── tests ├── data │ ├── images │ │ └── P0004__1__0___0.png │ └── labelTxt │ │ └── P0004__1__0___0.txt ├── dota_evaluation_task1.py ├── 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_misc.py │ ├── test_ranchor.py │ ├── test_rutils.py │ ├── test_transformer.py │ ├── test_version.py │ └── test_visualization.py └── val_set.txt └── tools ├── analysis_tools └── analyze_logs.py ├── data ├── README.md ├── dota │ ├── README.md │ └── split │ │ ├── img_split.py │ │ └── split_configs │ │ ├── dota1_0 │ │ ├── ms_test.json │ │ ├── ms_train.json │ │ ├── ms_trainval.json │ │ ├── ms_val.json │ │ ├── ss_test.json │ │ ├── ss_train.json │ │ ├── ss_trainval.json │ │ └── ss_val.json │ │ ├── dota1_5 │ │ ├── ms_test.json │ │ ├── ms_train.json │ │ ├── ms_trainval.json │ │ ├── ms_val.json │ │ ├── ss_test.json │ │ ├── ss_train.json │ │ ├── ss_trainval.json │ │ └── ss_val.json │ │ └── dota2_0 │ │ ├── ms_test.json │ │ ├── ms_train.json │ │ ├── ms_trainval.json │ │ ├── ms_val.json │ │ ├── ss_test.json │ │ ├── ss_train.json │ │ ├── ss_trainval.json │ │ └── ss_val.json ├── hrsid │ └── README.md └── ssdd │ └── README.md ├── dist_test.sh ├── dist_train.sh ├── misc └── print_config.py ├── model_converters 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