├── LICENSE ├── README.MD ├── RFD.py ├── classification ├── backbones │ ├── asmlp.py │ ├── asmlp_RFD.py │ ├── convnext.py │ ├── convnext_RFD.py │ ├── cswin.py │ ├── cswin_RFD.py │ ├── gfnet.py │ ├── gfnet_RFD.py │ ├── mixformer.py │ ├── mixformer_RFD.py │ ├── swin_v2.py │ └── swin_v2_RFD.py ├── predict.py ├── train.py └── utils.py ├── detection ├── configs │ ├── _base_ │ │ ├── datasets │ │ │ ├── cityscapes_detection.py │ │ │ ├── cityscapes_instance.py │ │ │ ├── coco_detection.py │ │ │ ├── coco_instance.py │ │ │ ├── coco_instance_semantic.py │ │ │ ├── deepfashion.py │ │ │ ├── lvis_instance.py │ │ │ ├── voc0712.py │ │ │ └── wider_face.py │ │ ├── default_runtime.py │ │ ├── models │ │ │ ├── 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_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 │ └── obb │ │ ├── _base_ │ │ ├── datasets │ │ │ ├── dior.py │ │ │ ├── dota.py │ │ │ ├── hrsc.py │ │ │ ├── isaid.py │ │ │ ├── msra_td500.py │ │ │ └── rctw17.py │ │ └── schedules │ │ │ ├── schedule_1x.py │ │ │ ├── schedule_2x.py │ │ │ └── schedule_3x.py │ │ ├── oriented_rcnn │ │ ├── faster_rcnn_orpn_asmlp_RFD_tiny_fpn_1x_dota10.py │ │ ├── faster_rcnn_orpn_asmlp_tiny_fpn_1x_dota10.py │ │ ├── faster_rcnn_orpn_convnext_RFD_tiny_fpn_1x_dota10.py │ │ ├── faster_rcnn_orpn_convnext_tiny_fpn_1x_dota10.py │ │ ├── faster_rcnn_orpn_cswin_RFD_tiny_fpn_1x_dota10.py │ │ └── faster_rcnn_orpn_cswin_tiny_fpn_1x_dota10.py │ │ └── s2anet │ │ ├── s2anet_asmlp_RFD_tiny_resisc45_batch2_fpn_1x_dota10.py │ │ ├── s2anet_asmlp_tiny_resisc45_batch2_fpn_1x_dota10.py │ │ ├── s2anet_convnext_RFD_tiny_resisc45_batch2_fpn_1x_dota10.py │ │ ├── s2anet_convnext_tiny_resisc45_batch2_fpn_1x_dota10.py │ │ ├── s2anet_cswin_RFD_tiny_resisc45_batch2_fpn_1x_dota10.py │ │ └── s2anet_cswin_tiny_resisc45_batch2_fpn_1x_dota10.py ├── mmcv_custom_asmlp │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── checkpoint.cpython-37.pyc │ ├── checkpoint.py │ └── runner │ │ ├── __init__.py │ │ ├── checkpoint.py │ │ └── epoch_based_runner.py ├── mmcv_custom_convnext │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── checkpoint.cpython-37.pyc │ └── checkpoint.py ├── mmcv_custom_cswin │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── checkpoint.cpython-37.pyc │ │ ├── customized_text.cpython-37.pyc │ │ ├── layer_decay_optimizer_constructor.cpython-37.pyc │ │ ├── resize_transform.cpython-37.pyc │ │ └── train_api.cpython-37.pyc │ ├── apex_runner │ │ ├── __pycache__ │ │ │ └── optimizer.cpython-37.pyc │ │ ├── checkpoint.py │ │ └── optimizer.py │ ├── checkpoint.py │ ├── customized_text.py │ ├── layer_decay_optimizer_constructor.py │ ├── resize_transform.py │ └── train_api.py ├── mmdet │ └── models │ │ └── backbones │ │ ├── __init__.py │ │ ├── asmlp.py │ │ ├── asmlp_RFD.py │ │ ├── convnext.py │ │ ├── convnext_RFD_V2.py │ │ ├── cswin_transformer.py │ │ └── cswin_transformer_RFD.py └── readme.txt ├── figures ├── fig1_compare.pdf ├── fig2_struct.pdf ├── fig3_all_model_1.pdf ├── fig4_Cut-slices.pdf ├── fig5_77conv.pdf ├── fig6_feature_map.pdf └── fig7_feature_campare.pdf ├── requirements.txt └── segmentation ├── configs ├── asmlp │ └── upernet_asmlp_tiny_patch4_shift5_512x512_160k_iSAID.py ├── asmlp_RFD │ └── upernet_asmlp_RFD_tiny_patch4_shift5_512x512_160k_iSAID.py ├── convnext │ └── upernet_convnext_tiny_512x512_160k_isaid.py ├── convnext_RFD │ └── upernet_convnext_RFD_512x512_160k_isaid.py ├── cswin │ └── upernet_cswin_tiny_160K_ISAID.py └── cswin_RFD │ └── upernet_cswin_RFD_tiny_160K_ISAID.py └── swin_v2_RFD.py /LICENSE: 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