├── DecoupleNet.py ├── LICENSE ├── README.MD ├── classification ├── DecoupleNet.py ├── predict.py ├── requirements.txt ├── test_latency.py ├── train.py └── utils.py ├── detection ├── CITATION.cff ├── LICENSE ├── MANIFEST.in ├── MMRotate_README.md ├── MMRotate_README_zh-CN.md ├── README.md ├── configs │ ├── _base_ │ │ ├── datasets │ │ │ ├── dotav1.py │ │ │ ├── dotav15.py │ │ │ ├── fairv1.py │ │ │ ├── hrsc.py │ │ │ ├── hrsid.py │ │ │ └── ssdd.py │ │ ├── default_runtime.py │ │ └── schedules │ │ │ ├── schedule_1x.py │ │ │ ├── schedule_30e.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 │ ├── decouplenet │ │ ├── ORCNN_DecoupleNet_D0_fpn_le90_dota10_ss_e36.py │ │ └── ORCNN_DecoupleNet_D2_fpn_le90_dota10_ss_e36.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_r101_fpn_1x_dota_le90.py │ │ ├── oriented_rcnn_r50_fpn_1x_dota_le90.py │ │ ├── oriented_rcnn_r50_fpn_1x_fair_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_r101_fpn_1x_dota_le135.py │ │ ├── oriented_reppoints_r50_fpn_1x_dota_le135.py │ │ ├── oriented_reppoints_r50_fpn_40e_dota_ms_le135.py │ │ └── oriented_reppoints_swint_fpn_1x_dota_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 │ │ ├── dota_1_5.py │ │ ├── fair.py │ │ ├── hrsc.py │ │ ├── pipelines │ │ │ ├── __init__.py │ │ │ ├── loading.py │ │ │ └── transforms.py │ │ └── sar.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── DecoupleNet.py │ │ │ ├── __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 │ └── 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 │ │ │ ├── ms_trainval.json │ │ │ ├── ms_val.json │ │ │ ├── ss_test.json │ │ │ ├── ss_train.json │ │ │ ├── ss_trainval.json │ │ │ └── ss_val.json │ ├── fair │ │ ├── dota_to_fair.py │ │ ├── fair_to_dota.py │ │ ├── img_split.py │ │ ├── split.sh │ │ └── split_configs │ │ │ ├── ms_test.json │ │ │ ├── ms_train.json │ │ │ ├── ss_test.json │ │ │ └── ss_train.json │ ├── hrsc │ │ └── README.md │ ├── hrsid │ │ └── README.md │ └── ssdd │ │ └── README.md │ ├── deployment │ ├── mmrotate2torchserve.py │ └── mmrotate_handler.py │ ├── dist_test.sh │ ├── dist_train.sh │ ├── misc │ ├── browse_dataset.py │ └── print_config.py │ ├── model_converters │ └── publish_model.py │ ├── slurm_test.sh │ ├── slurm_train.sh │ ├── test.py │ └── train.py ├── figures ├── Decouple_Block.png ├── FID.png ├── det_vis.png ├── fig1.png ├── fig_cla.png ├── fig_det_diorr.png ├── fig_det_dota10.png ├── fig_seg_loveda.png ├── fig_seg_uavid.png ├── over_view.png ├── seg_vis_loveda.png └── seg_vis_uavid.png └── segmentation ├── LICENSE ├── README.md ├── config ├── loveda │ ├── dcswin.py │ ├── unetformer.py │ └── unetformer_decouplenet_d2_e50.py └── uavid │ ├── unetformer.py │ └── unetformer_decouplenet_d2_e100.py ├── convert.py ├── exps ├── lovead_decouplenet_d2_e50.sh ├── lovead_unitformer_resnet18.sh ├── uavid_decouplenet_d2_e100.sh └── uavid_unetformer.sh ├── geoseg ├── __init__.py ├── datasets │ ├── __init__.py │ ├── loveda_dataset.py │ ├── transform.py │ └── uavid_dataset.py ├── losses │ ├── __init__.py │ ├── balanced_bce.py │ ├── bitempered_loss.py │ ├── cel1.py │ ├── dice.py │ ├── focal.py │ ├── focal_cosine.py │ ├── functional.py │ ├── jaccard.py │ ├── joint_loss.py │ ├── lovasz.py │ ├── soft_bce.py │ ├── soft_ce.py │ ├── soft_f1.py │ ├── useful_loss.py │ └── wing_loss.py └── models │ ├── A2FPN.py │ ├── ABCNet.py │ ├── BANet.py │ ├── DCSwin.py │ ├── DecoupleNet.py │ ├── FTUNetFormer.py │ ├── MANet.py │ ├── UNetFormer.py │ ├── UNetFormer_decouplenet.py │ ├── __init__.py │ └── lsknet.py ├── inference_huge_image.py ├── inference_uavid.py ├── loveda_test.py ├── requirements.txt ├── speed_test.py ├── tools ├── __init__.py ├── cfg.py ├── loveda_mask_convert.py ├── metric.py └── uavid_patch_split.py └── train_supervision.py /DecoupleNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AeroVILab-AHU/DecoupleNet/HEAD/DecoupleNet.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AeroVILab-AHU/DecoupleNet/HEAD/LICENSE -------------------------------------------------------------------------------- /README.MD: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AeroVILab-AHU/DecoupleNet/HEAD/README.MD -------------------------------------------------------------------------------- /classification/DecoupleNet.py: 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