├── ChangeDetection ├── configs │ ├── _base_ │ │ ├── datasets │ │ │ ├── bandon.py │ │ │ ├── clcd.py │ │ │ ├── dsifn.py │ │ │ ├── landsat.py │ │ │ ├── levir_cd.py │ │ │ ├── rsipac_cd.py │ │ │ ├── s2looking.py │ │ │ ├── second.py │ │ │ └── svcd.py │ │ ├── default_runtime.py │ │ ├── models │ │ │ ├── bit_r18.py │ │ │ ├── changeformer_mit-b0.py │ │ │ ├── changer_r18.py │ │ │ ├── changer_s50.py │ │ │ ├── fc_ef.py │ │ │ ├── fc_siam_conc.py │ │ │ ├── fc_siam_diff.py │ │ │ ├── ifn.py │ │ │ ├── scd_upernet_r18.py │ │ │ ├── siam_upernet_r18.py │ │ │ ├── siam_upernet_r50.py │ │ │ ├── snunet_c16.py │ │ │ ├── stanet_r18.py │ │ │ ├── tinycd.py │ │ │ ├── tinycd_v2.py │ │ │ ├── upernet_r18.py │ │ │ └── upernet_r50.py │ │ └── schedules │ │ │ ├── schedule_200ep.py │ │ │ └── schedule_20k.py │ └── convnext │ │ ├── convnext_base_bit.py │ │ └── convnext_large_bit.py └── opencd │ ├── .mim │ ├── configs │ │ ├── _base_ │ │ │ ├── datasets │ │ │ │ ├── bandon.py │ │ │ │ ├── clcd.py │ │ │ │ ├── dsifn.py │ │ │ │ ├── landsat.py │ │ │ │ ├── levir_cd.py │ │ │ │ ├── rsipac_cd.py │ │ │ │ ├── s2looking.py │ │ │ │ ├── second.py │ │ │ │ └── svcd.py │ │ │ ├── default_runtime.py │ │ │ ├── models │ │ │ │ ├── bit_r18.py │ │ │ │ ├── changeformer_mit-b0.py │ │ │ │ ├── changer_r18.py │ │ │ │ ├── changer_s50.py │ │ │ │ ├── fc_ef.py │ │ │ │ ├── fc_siam_conc.py │ │ │ │ ├── fc_siam_diff.py │ │ │ │ ├── ifn.py │ │ │ │ ├── scd_upernet_r18.py │ │ │ │ ├── siam_upernet_r18.py │ │ │ │ ├── siam_upernet_r50.py │ │ │ │ ├── snunet_c16.py │ │ │ │ ├── stanet_r18.py │ │ │ │ ├── tinycd.py │ │ │ │ ├── tinycd_v2.py │ │ │ │ ├── upernet_r18.py │ │ │ │ └── upernet_r50.py │ │ │ └── schedules │ │ │ │ ├── schedule_200ep.py │ │ │ │ └── schedule_20k.py │ │ ├── bit │ │ │ ├── README.md │ │ │ └── bit_r18_256x256_40k_levircd.py │ │ └── convnext │ │ │ ├── convnext_base_bit.py │ │ │ └── convnext_large_bit.py │ └── tools │ │ ├── analysis_tools │ │ ├── analysis_each_img.py │ │ ├── visualize_CAM.py │ │ └── visualize_results.py │ │ ├── analyze_logs.py │ │ ├── benchmark.py │ │ ├── browse_dataset.py │ │ ├── clean_checkpoint.py │ │ ├── confusion_matrix.py │ │ ├── dist_test.sh │ │ ├── dist_train.sh │ │ ├── generate_txt │ │ ├── generate_bandon_txt.py │ │ └── generate_levircd_txt.py │ │ ├── get_flops.py │ │ ├── instantiation.py │ │ ├── model_ensemble.py │ │ ├── print_config.py │ │ ├── publish_model.py │ │ ├── slurm_test.sh │ │ ├── slurm_train.sh │ │ ├── test.py │ │ └── train.py │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ └── version.cpython-38.pyc │ ├── datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── bandon.cpython-38.pyc │ │ ├── clcd.cpython-38.pyc │ │ ├── custom.cpython-38.pyc │ │ ├── dsifn.cpython-38.pyc │ │ ├── landsat.cpython-38.pyc │ │ ├── levir_cd.cpython-38.pyc │ │ ├── rsipac_cd.cpython-38.pyc │ │ ├── s2looking.cpython-38.pyc │ │ ├── scd_custom.cpython-38.pyc │ │ ├── second.cpython-38.pyc │ │ └── svcd.cpython-38.pyc │ ├── bandon.py │ ├── clcd.py │ ├── custom.py │ ├── dsifn.py │ ├── landsat.py │ ├── levir_cd.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── formatting.cpython-38.pyc │ │ │ ├── loading.cpython-38.pyc │ │ │ ├── test_time_aug.cpython-38.pyc │ │ │ └── transforms.cpython-38.pyc │ │ ├── compose.py │ │ ├── formatting.py │ │ ├── loading.py │ │ ├── test_time_aug.py │ │ └── transforms.py │ ├── rsipac_cd.py │ ├── s2looking.py │ ├── scd_custom.py │ ├── second.py │ └── svcd.py │ ├── models │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-38.pyc │ ├── backbones │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── convnext.cpython-38.pyc │ │ │ ├── fcsn.cpython-38.pyc │ │ │ ├── ifn.cpython-38.pyc │ │ │ ├── interaction_resnest.cpython-38.pyc │ │ │ ├── interaction_resnet.cpython-38.pyc │ │ │ ├── snunet.cpython-38.pyc │ │ │ ├── tinycd.cpython-38.pyc │ │ │ └── tinynet.cpython-38.pyc │ │ ├── convnext.py │ │ ├── fcsn.py │ │ ├── ifn.py │ │ ├── interaction_resnest.py │ │ ├── interaction_resnet.py │ │ ├── snunet.py │ │ ├── tinycd.py │ │ └── tinynet.py │ ├── change_detectors │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── dual_input_encoder_decoder.cpython-38.pyc │ │ │ ├── siamencoder_decoder.cpython-38.pyc │ │ │ └── siamencoder_multidecoder.cpython-38.pyc │ │ ├── dual_input_encoder_decoder.py │ │ ├── siamencoder_decoder.py │ │ └── siamencoder_multidecoder.py │ ├── decode_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── bit_head.cpython-38.pyc │ │ │ ├── changer.cpython-38.pyc │ │ │ ├── general_scd_head.cpython-38.pyc │ │ │ ├── identity_head.cpython-38.pyc │ │ │ ├── multi_head.cpython-38.pyc │ │ │ ├── sta_head.cpython-38.pyc │ │ │ └── tiny_head.cpython-38.pyc │ │ ├── bit_head.py │ │ ├── changer.py │ │ ├── general_scd_head.py │ │ ├── identity_head.py │ │ ├── multi_head.py │ │ ├── sta_head.py │ │ └── tiny_head.py │ ├── losses │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── bcl_loss.cpython-38.pyc │ │ └── bcl_loss.py │ ├── necks │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── feature_fusion.cpython-38.pyc │ │ │ └── tiny_fpn.cpython-38.pyc │ │ ├── feature_fusion.py │ │ └── tiny_fpn.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── builder.cpython-38.pyc │ │ └── interaction_layer.cpython-38.pyc │ │ ├── builder.py │ │ └── interaction_layer.py │ └── version.py ├── LICENSE ├── ObjectDetection ├── configs │ └── convnext │ │ ├── convnext_base_rcnn_dior.py │ │ ├── convnext_base_rcnn_dota.py │ │ ├── convnext_large_rcnn_dior.py │ │ └── convnext_large_rcnn_dota.py └── mmrotate │ ├── .mim │ ├── configs │ │ ├── _base_ │ │ │ ├── datasets │ │ │ │ ├── dior.py │ │ │ │ ├── dotav1.py │ │ │ │ ├── dotav2.py │ │ │ │ ├── hrsc.py │ │ │ │ ├── hrsid.py │ │ │ │ └── ssdd.py │ │ │ ├── default_runtime.py │ │ │ └── schedules │ │ │ │ ├── schedule_1x.py │ │ │ │ ├── schedule_3x.py │ │ │ │ ├── schedule_40e.py │ │ │ │ └── schedule_6x.py │ │ ├── convnext │ │ │ ├── convnext_base_rcnn_dior.py │ │ │ ├── convnext_base_rcnn_dota.py │ │ │ ├── convnext_large_rcnn_dior.py │ │ │ └── convnext_large_rcnn_dota.py │ │ ├── resnet │ │ │ └── resnet50_dior.py │ │ └── vitae │ │ │ └── vitae.py │ ├── demo │ │ ├── MMRotate_Tutorial.ipynb │ │ ├── demo.jpg │ │ ├── dota_demo.jpg │ │ ├── huge_image_demo.py │ │ └── image_demo.py │ ├── model-index.yml │ └── 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 │ │ ├── hrsc │ │ │ └── README.md │ │ ├── hrsid │ │ │ └── README.md │ │ └── ssdd │ │ │ └── README.md │ │ ├── deployment │ │ ├── mmrotate2torchserve.py │ │ └── mmrotate_handler.py │ │ ├── dist2_train.sh │ │ ├── dist3_train.sh │ │ ├── dist4_train.sh │ │ ├── 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 │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ └── version.cpython-38.pyc │ ├── apis │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── inference.cpython-38.pyc │ │ └── train.cpython-38.pyc │ ├── inference.py │ └── train.py │ ├── core │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── custom_eval_map.cpython-38.pyc │ ├── anchor │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── anchor_generator.cpython-38.pyc │ │ │ ├── builder.cpython-38.pyc │ │ │ └── utils.cpython-38.pyc │ │ ├── anchor_generator.py │ │ ├── builder.py │ │ └── utils.py │ ├── bbox │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── builder.cpython-38.pyc │ │ │ └── transforms.cpython-38.pyc │ │ ├── assigners │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── atss_kld_assigner.cpython-38.pyc │ │ │ │ ├── atss_obb_assigner.cpython-38.pyc │ │ │ │ ├── convex_assigner.cpython-38.pyc │ │ │ │ ├── max_convex_iou_assigner.cpython-38.pyc │ │ │ │ └── sas_assigner.cpython-38.pyc │ │ │ ├── atss_kld_assigner.py │ │ │ ├── atss_obb_assigner.py │ │ │ ├── convex_assigner.py │ │ │ ├── max_convex_iou_assigner.py │ │ │ └── sas_assigner.py │ │ ├── builder.py │ │ ├── coder │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── angle_coder.cpython-38.pyc │ │ │ │ ├── delta_midpointoffset_rbbox_coder.cpython-38.pyc │ │ │ │ ├── delta_xywha_hbbox_coder.cpython-38.pyc │ │ │ │ ├── delta_xywha_rbbox_coder.cpython-38.pyc │ │ │ │ ├── distance_angle_point_coder.cpython-38.pyc │ │ │ │ └── gliding_vertex_coder.cpython-38.pyc │ │ │ ├── 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 │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── builder.cpython-38.pyc │ │ │ │ └── rotate_iou2d_calculator.cpython-38.pyc │ │ │ ├── builder.py │ │ │ └── rotate_iou2d_calculator.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ └── rotate_random_sampler.cpython-38.pyc │ │ │ └── rotate_random_sampler.py │ │ ├── transforms.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── gmm.cpython-38.pyc │ │ │ └── gmm.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── eval_map.cpython-38.pyc │ │ └── eval_map.py │ ├── optimizer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── builder.cpython-38.pyc │ │ │ └── layer_decay_optimizer_constructor.cpython-38.pyc │ │ ├── builder.py │ │ └── layer_decay_optimizer_constructor.py │ ├── patch │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── merge_results.cpython-38.pyc │ │ │ └── split.cpython-38.pyc │ │ ├── merge_results.py │ │ └── split.py │ ├── post_processing │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── bbox_nms_rotated.cpython-38.pyc │ │ └── bbox_nms_rotated.py │ └── visualization │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── image.cpython-38.pyc │ │ └── palette.cpython-38.pyc │ │ ├── image.py │ │ └── palette.py │ ├── datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── builder.cpython-38.pyc │ │ ├── dior.cpython-38.pyc │ │ ├── dota.cpython-38.pyc │ │ ├── hrsc.cpython-38.pyc │ │ └── sar.cpython-38.pyc │ ├── builder.py │ ├── dior.py │ ├── dota.py │ ├── hrsc.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── loading.cpython-38.pyc │ │ │ ├── pipeline.cpython-38.pyc │ │ │ └── transforms.cpython-38.pyc │ │ ├── loading.py │ │ ├── pipeline.py │ │ └── transforms.py │ └── sar.py │ ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── builder.cpython-38.pyc │ ├── backbones │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── convnext.cpython-38.pyc │ │ │ ├── mmcv_custom.cpython-38.pyc │ │ │ ├── re_resnet.cpython-38.pyc │ │ │ └── vitae.cpython-38.pyc │ │ ├── convnext.py │ │ ├── mmcv_custom.py │ │ ├── re_resnet.py │ │ └── vitae.py │ ├── builder.py │ ├── dense_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── csl_rotated_fcos_head.cpython-38.pyc │ │ │ ├── csl_rotated_retina_head.cpython-38.pyc │ │ │ ├── kfiou_odm_refine_head.cpython-38.pyc │ │ │ ├── kfiou_rotate_retina_head.cpython-38.pyc │ │ │ ├── kfiou_rotate_retina_refine_head.cpython-38.pyc │ │ │ ├── odm_refine_head.cpython-38.pyc │ │ │ ├── oriented_reppoints_head.cpython-38.pyc │ │ │ ├── oriented_rpn_head.cpython-38.pyc │ │ │ ├── rotated_anchor_free_head.cpython-38.pyc │ │ │ ├── rotated_anchor_head.cpython-38.pyc │ │ │ ├── rotated_atss_head.cpython-38.pyc │ │ │ ├── rotated_fcos_head.cpython-38.pyc │ │ │ ├── rotated_reppoints_head.cpython-38.pyc │ │ │ ├── rotated_retina_head.cpython-38.pyc │ │ │ ├── rotated_retina_refine_head.cpython-38.pyc │ │ │ ├── rotated_rpn_head.cpython-38.pyc │ │ │ ├── sam_reppoints_head.cpython-38.pyc │ │ │ └── utils.cpython-38.pyc │ │ ├── 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 │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base.cpython-38.pyc │ │ │ ├── gliding_vertex.cpython-38.pyc │ │ │ ├── oriented_rcnn.cpython-38.pyc │ │ │ ├── r3det.cpython-38.pyc │ │ │ ├── redet.cpython-38.pyc │ │ │ ├── roi_transformer.cpython-38.pyc │ │ │ ├── rotate_faster_rcnn.cpython-38.pyc │ │ │ ├── rotated_fcos.cpython-38.pyc │ │ │ ├── rotated_reppoints.cpython-38.pyc │ │ │ ├── rotated_retinanet.cpython-38.pyc │ │ │ ├── s2anet.cpython-38.pyc │ │ │ ├── single_stage.cpython-38.pyc │ │ │ ├── two_stage.cpython-38.pyc │ │ │ └── utils.cpython-38.pyc │ │ ├── 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 │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── convex_giou_loss.cpython-38.pyc │ │ │ ├── gaussian_dist_loss.cpython-38.pyc │ │ │ ├── gaussian_dist_loss_v1.cpython-38.pyc │ │ │ ├── kf_iou_loss.cpython-38.pyc │ │ │ ├── kld_reppoints_loss.cpython-38.pyc │ │ │ ├── rotated_iou_loss.cpython-38.pyc │ │ │ ├── smooth_focal_loss.cpython-38.pyc │ │ │ └── spatial_border_loss.cpython-38.pyc │ │ ├── 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 │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── re_fpn.cpython-38.pyc │ │ └── re_fpn.py │ ├── roi_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── gv_ratio_roi_head.cpython-38.pyc │ │ │ ├── oriented_standard_roi_head.cpython-38.pyc │ │ │ ├── roi_trans_roi_head.cpython-38.pyc │ │ │ └── rotate_standard_roi_head.cpython-38.pyc │ │ ├── bbox_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── convfc_rbbox_head.cpython-38.pyc │ │ │ │ ├── gv_bbox_head.cpython-38.pyc │ │ │ │ └── rotated_bbox_head.cpython-38.pyc │ │ │ ├── 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 │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ └── rotate_single_level_roi_extractor.cpython-38.pyc │ │ │ └── rotate_single_level_roi_extractor.py │ │ ├── roi_trans_roi_head.py │ │ └── rotate_standard_roi_head.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── enn.cpython-38.pyc │ │ ├── orconv.cpython-38.pyc │ │ └── ripool.cpython-38.pyc │ │ ├── enn.py │ │ ├── orconv.py │ │ └── ripool.py │ ├── utils │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── collect_env.cpython-38.pyc │ │ ├── compat_config.cpython-38.pyc │ │ ├── logger.cpython-38.pyc │ │ ├── misc.cpython-38.pyc │ │ ├── setup_env.cpython-38.pyc │ │ └── util_distribution.cpython-38.pyc │ ├── collect_env.py │ ├── compat_config.py │ ├── logger.py │ ├── misc.py │ ├── setup_env.py │ └── util_distribution.py │ └── version.py ├── Pretrain ├── decoder.py ├── dist.py ├── encoder.py ├── low_freq.py ├── main.py ├── pcfm.py ├── sampler.py └── utils │ ├── __pycache__ │ ├── arg_util.cpython-38.pyc │ ├── imagenet.cpython-38.pyc │ ├── lamb.cpython-38.pyc │ ├── lr_control.cpython-38.pyc │ ├── misc.cpython-38.pyc │ └── misc.cpython-39.pyc │ ├── arg_util.py │ ├── imagenet.py │ ├── lamb.py │ ├── lr_control.py │ └── misc.py ├── README.md ├── SemanticSegmentation ├── configs │ ├── convnext_b_loveda.py │ ├── convnext_b_potsdam.py │ ├── convnext_l_loveda.py │ └── convnext_l_potsdam.py ├── mmcv_custom │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── checkpoint.cpython-38.pyc │ │ └── layer_decay_optimizer_constructor.cpython-38.pyc │ ├── checkpoint.py │ └── layer_decay_optimizer_constructor.py └── mmseg │ ├── .mim │ ├── configs │ │ ├── _base_ │ │ │ ├── datasets │ │ │ │ ├── ade20k.py │ │ │ │ ├── ade20k_640x640.py │ │ │ │ ├── chase_db1.py │ │ │ │ ├── cityscapes.py │ │ │ │ ├── cityscapes_1024x1024.py │ │ │ │ ├── cityscapes_768x768.py │ │ │ │ ├── cityscapes_769x769.py │ │ │ │ ├── cityscapes_832x832.py │ │ │ │ ├── coco-stuff10k.py │ │ │ │ ├── coco-stuff164k.py │ │ │ │ ├── drive.py │ │ │ │ ├── hrf.py │ │ │ │ ├── imagenets.py │ │ │ │ ├── isaid.py │ │ │ │ ├── loveda.py │ │ │ │ ├── occlude_face.py │ │ │ │ ├── pascal_context.py │ │ │ │ ├── pascal_context_59.py │ │ │ │ ├── pascal_voc12.py │ │ │ │ ├── pascal_voc12_aug.py │ │ │ │ ├── potsdam.py │ │ │ │ ├── stare.py │ │ │ │ └── vaihingen.py │ │ │ ├── default_runtime.py │ │ │ ├── models │ │ │ │ ├── upernet_convnext.py │ │ │ │ ├── upernet_swin.py │ │ │ │ └── upernet_vit_base_win.py │ │ │ └── schedules │ │ │ │ ├── schedule_160k.py │ │ │ │ ├── schedule_20k.py │ │ │ │ ├── schedule_320k.py │ │ │ │ ├── schedule_40k.py │ │ │ │ └── schedule_80k.py │ │ ├── convnext │ │ │ ├── convnext_b_loveda.py │ │ │ ├── convnext_b_potsdam.py │ │ │ ├── convnext_l_loveda.py │ │ │ └── convnext_l_potsdam.py │ │ ├── rvsa │ │ │ └── rvsa_b_potsdam.py │ │ └── swin │ │ │ └── swin_b_potsdam.py │ ├── model-index.yml │ └── tools │ │ ├── analyze_logs.py │ │ ├── benchmark.py │ │ ├── browse_dataset.py │ │ ├── confusion_matrix.py │ │ ├── convert_datasets │ │ ├── chase_db1.py │ │ ├── cityscapes.py │ │ ├── coco_stuff10k.py │ │ ├── coco_stuff164k.py │ │ ├── drive.py │ │ ├── hrf.py │ │ ├── isaid.py │ │ ├── loveda.py │ │ ├── pascal_context.py │ │ ├── potsdam.py │ │ ├── stare.py │ │ ├── vaihingen.py │ │ └── voc_aug.py │ │ ├── deploy_test.py │ │ ├── dist_test.sh │ │ ├── dist_train.sh │ │ ├── dist_train2.sh │ │ ├── get_flops.py │ │ ├── imagenets_submit.py │ │ ├── model_converters │ │ ├── beit2mmseg.py │ │ ├── mit2mmseg.py │ │ ├── stdc2mmseg.py │ │ ├── swin2mmseg.py │ │ ├── twins2mmseg.py │ │ ├── vit2mmseg.py │ │ └── vitjax2mmseg.py │ │ ├── model_ensemble.py │ │ ├── onnx2tensorrt.py │ │ ├── print_config.py │ │ ├── publish_model.py │ │ ├── pytorch2onnx.py │ │ ├── pytorch2torchscript.py │ │ ├── slurm_test.sh │ │ ├── slurm_train.sh │ │ ├── test.py │ │ ├── torchserve │ │ ├── mmseg2torchserve.py │ │ ├── mmseg_handler.py │ │ └── test_torchserve.py │ │ └── train.py │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ └── version.cpython-38.pyc │ ├── apis │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── inference.cpython-38.pyc │ │ ├── test.cpython-38.pyc │ │ └── train.cpython-38.pyc │ ├── inference.py │ ├── test.py │ └── train.py │ ├── core │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── builder.cpython-38.pyc │ ├── builder.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── class_names.cpython-38.pyc │ │ │ ├── eval_hooks.cpython-38.pyc │ │ │ └── metrics.cpython-38.pyc │ │ ├── class_names.py │ │ ├── eval_hooks.py │ │ └── metrics.py │ ├── hook │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── wandblogger_hook.cpython-38.pyc │ │ └── wandblogger_hook.py │ ├── optimizers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── layer_decay_optimizer_constructor.cpython-38.pyc │ │ └── layer_decay_optimizer_constructor.py │ ├── seg │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── builder.cpython-38.pyc │ │ ├── builder.py │ │ └── sampler │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base_pixel_sampler.cpython-38.pyc │ │ │ └── ohem_pixel_sampler.cpython-38.pyc │ │ │ ├── base_pixel_sampler.py │ │ │ └── ohem_pixel_sampler.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── dist_util.cpython-38.pyc │ │ └── misc.cpython-38.pyc │ │ ├── dist_util.py │ │ └── misc.py │ ├── datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── ade.cpython-38.pyc │ │ ├── builder.cpython-38.pyc │ │ ├── chase_db1.cpython-38.pyc │ │ ├── cityscapes.cpython-38.pyc │ │ ├── coco_stuff.cpython-38.pyc │ │ ├── custom.cpython-38.pyc │ │ ├── dark_zurich.cpython-38.pyc │ │ ├── dataset_wrappers.cpython-38.pyc │ │ ├── drive.cpython-38.pyc │ │ ├── face.cpython-38.pyc │ │ ├── hrf.cpython-38.pyc │ │ ├── imagenets.cpython-38.pyc │ │ ├── isaid.cpython-38.pyc │ │ ├── isprs.cpython-38.pyc │ │ ├── loveda.cpython-38.pyc │ │ ├── night_driving.cpython-38.pyc │ │ ├── pascal_context.cpython-38.pyc │ │ ├── potsdam.cpython-38.pyc │ │ ├── stare.cpython-38.pyc │ │ └── voc.cpython-38.pyc │ ├── ade.py │ ├── builder.py │ ├── chase_db1.py │ ├── cityscapes.py │ ├── coco_stuff.py │ ├── custom.py │ ├── dark_zurich.py │ ├── dataset_wrappers.py │ ├── drive.py │ ├── face.py │ ├── hrf.py │ ├── imagenets.py │ ├── isaid.py │ ├── isprs.py │ ├── loveda.py │ ├── night_driving.py │ ├── pascal_context.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── compose.cpython-38.pyc │ │ │ ├── formatting.cpython-38.pyc │ │ │ ├── loading.cpython-38.pyc │ │ │ ├── test_time_aug.cpython-38.pyc │ │ │ └── transforms.cpython-38.pyc │ │ ├── compose.py │ │ ├── formating.py │ │ ├── formatting.py │ │ ├── loading.py │ │ ├── test_time_aug.py │ │ └── transforms.py │ ├── potsdam.py │ ├── samplers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── distributed_sampler.cpython-38.pyc │ │ └── distributed_sampler.py │ ├── stare.py │ └── voc.py │ ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── builder.cpython-38.pyc │ ├── backbones │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── beit.cpython-38.pyc │ │ │ ├── bisenetv1.cpython-38.pyc │ │ │ ├── bisenetv2.cpython-38.pyc │ │ │ ├── cgnet.cpython-38.pyc │ │ │ ├── convnext.cpython-38.pyc │ │ │ ├── convnextv2.cpython-38.pyc │ │ │ ├── erfnet.cpython-38.pyc │ │ │ ├── fast_scnn.cpython-38.pyc │ │ │ ├── hrnet.cpython-38.pyc │ │ │ ├── icnet.cpython-38.pyc │ │ │ ├── mae.cpython-38.pyc │ │ │ ├── mit.cpython-38.pyc │ │ │ ├── mobilenet_v2.cpython-38.pyc │ │ │ ├── mobilenet_v3.cpython-38.pyc │ │ │ ├── mscan.cpython-38.pyc │ │ │ ├── resnest.cpython-38.pyc │ │ │ ├── resnet.cpython-38.pyc │ │ │ ├── resnext.cpython-38.pyc │ │ │ ├── stdc.cpython-38.pyc │ │ │ ├── swin.cpython-38.pyc │ │ │ ├── timm_backbone.cpython-38.pyc │ │ │ ├── twins.cpython-38.pyc │ │ │ ├── unet.cpython-38.pyc │ │ │ ├── vit.cpython-38.pyc │ │ │ └── vitae.cpython-38.pyc │ │ ├── beit.py │ │ ├── bisenetv1.py │ │ ├── bisenetv2.py │ │ ├── cgnet.py │ │ ├── convnext.py │ │ ├── erfnet.py │ │ ├── fast_scnn.py │ │ ├── hrnet.py │ │ ├── icnet.py │ │ ├── mae.py │ │ ├── mit.py │ │ ├── mobilenet_v2.py │ │ ├── mobilenet_v3.py │ │ ├── mscan.py │ │ ├── resnest.py │ │ ├── resnet.py │ │ ├── resnext.py │ │ ├── stdc.py │ │ ├── swin.py │ │ ├── timm_backbone.py │ │ ├── twins.py │ │ ├── unet.py │ │ ├── vit.py │ │ └── vitae.py │ ├── builder.py │ ├── decode_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── ann_head.cpython-38.pyc │ │ │ ├── apc_head.cpython-38.pyc │ │ │ ├── aspp_head.cpython-38.pyc │ │ │ ├── cascade_decode_head.cpython-38.pyc │ │ │ ├── cc_head.cpython-38.pyc │ │ │ ├── da_head.cpython-38.pyc │ │ │ ├── decode_head.cpython-38.pyc │ │ │ ├── dm_head.cpython-38.pyc │ │ │ ├── dnl_head.cpython-38.pyc │ │ │ ├── dpt_head.cpython-38.pyc │ │ │ ├── ema_head.cpython-38.pyc │ │ │ ├── enc_head.cpython-38.pyc │ │ │ ├── fcn_head.cpython-38.pyc │ │ │ ├── fpn_head.cpython-38.pyc │ │ │ ├── gc_head.cpython-38.pyc │ │ │ ├── ham_head.cpython-38.pyc │ │ │ ├── isa_head.cpython-38.pyc │ │ │ ├── knet_head.cpython-38.pyc │ │ │ ├── lraspp_head.cpython-38.pyc │ │ │ ├── nl_head.cpython-38.pyc │ │ │ ├── ocr_head.cpython-38.pyc │ │ │ ├── point_head.cpython-38.pyc │ │ │ ├── psa_head.cpython-38.pyc │ │ │ ├── psp_head.cpython-38.pyc │ │ │ ├── segformer_head.cpython-38.pyc │ │ │ ├── segmenter_mask_head.cpython-38.pyc │ │ │ ├── sep_aspp_head.cpython-38.pyc │ │ │ ├── sep_fcn_head.cpython-38.pyc │ │ │ ├── setr_mla_head.cpython-38.pyc │ │ │ ├── setr_up_head.cpython-38.pyc │ │ │ ├── stdc_head.cpython-38.pyc │ │ │ └── uper_head.cpython-38.pyc │ │ ├── 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 │ │ ├── dpt_head.py │ │ ├── ema_head.py │ │ ├── enc_head.py │ │ ├── fcn_head.py │ │ ├── fpn_head.py │ │ ├── gc_head.py │ │ ├── ham_head.py │ │ ├── isa_head.py │ │ ├── knet_head.py │ │ ├── lraspp_head.py │ │ ├── nl_head.py │ │ ├── ocr_head.py │ │ ├── point_head.py │ │ ├── psa_head.py │ │ ├── psp_head.py │ │ ├── segformer_head.py │ │ ├── segmenter_mask_head.py │ │ ├── sep_aspp_head.py │ │ ├── sep_fcn_head.py │ │ ├── setr_mla_head.py │ │ ├── setr_up_head.py │ │ ├── stdc_head.py │ │ └── uper_head.py │ ├── losses │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── accuracy.cpython-38.pyc │ │ │ ├── cross_entropy_loss.cpython-38.pyc │ │ │ ├── dice_loss.cpython-38.pyc │ │ │ ├── focal_loss.cpython-38.pyc │ │ │ ├── lovasz_loss.cpython-38.pyc │ │ │ ├── tversky_loss.cpython-38.pyc │ │ │ └── utils.cpython-38.pyc │ │ ├── accuracy.py │ │ ├── cross_entropy_loss.py │ │ ├── dice_loss.py │ │ ├── focal_loss.py │ │ ├── lovasz_loss.py │ │ ├── tversky_loss.py │ │ └── utils.py │ ├── necks │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── featurepyramid.cpython-38.pyc │ │ │ ├── fpn.cpython-38.pyc │ │ │ ├── ic_neck.cpython-38.pyc │ │ │ ├── jpu.cpython-38.pyc │ │ │ ├── mla_neck.cpython-38.pyc │ │ │ └── multilevel_neck.cpython-38.pyc │ │ ├── featurepyramid.py │ │ ├── fpn.py │ │ ├── ic_neck.py │ │ ├── jpu.py │ │ ├── mla_neck.py │ │ └── multilevel_neck.py │ ├── segmentors │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base.cpython-38.pyc │ │ │ ├── cascade_encoder_decoder.cpython-38.pyc │ │ │ └── encoder_decoder.cpython-38.pyc │ │ ├── base.py │ │ ├── cascade_encoder_decoder.py │ │ └── encoder_decoder.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── embed.cpython-38.pyc │ │ ├── inverted_residual.cpython-38.pyc │ │ ├── make_divisible.cpython-38.pyc │ │ ├── res_layer.cpython-38.pyc │ │ ├── se_layer.cpython-38.pyc │ │ ├── self_attention_block.cpython-38.pyc │ │ ├── shape_convert.cpython-38.pyc │ │ └── up_conv_block.cpython-38.pyc │ │ ├── embed.py │ │ ├── inverted_residual.py │ │ ├── make_divisible.py │ │ ├── res_layer.py │ │ ├── se_layer.py │ │ ├── self_attention_block.py │ │ ├── shape_convert.py │ │ └── up_conv_block.py │ ├── ops │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── encoding.cpython-38.pyc │ │ └── wrappers.cpython-38.pyc │ ├── encoding.py │ └── wrappers.py │ ├── utils │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── collect_env.cpython-38.pyc │ │ ├── logger.cpython-38.pyc │ │ ├── misc.cpython-38.pyc │ │ ├── set_env.cpython-38.pyc │ │ └── util_distribution.cpython-38.pyc │ ├── collect_env.py │ ├── logger.py │ ├── misc.py │ ├── set_env.py │ └── util_distribution.py │ └── version.py └── flowchart.png /ChangeDetection/configs/_base_/datasets/bandon.py: -------------------------------------------------------------------------------- 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