├── .gitattributes ├── .gitignore ├── README.md ├── benchmark.py ├── change_detection ├── eval.py ├── metadata.json ├── mod.py ├── models │ ├── Models.py │ ├── lemevit.py │ ├── networks.py │ ├── resnet.py │ ├── siamunet_dif.py │ └── swin_transformer.py ├── train.py ├── utils │ ├── dataloaders.py │ ├── helpers.py │ ├── losses.py │ ├── metrics.py │ ├── parser.py │ └── transforms.py └── visualization.py ├── configs ├── lemevit.yaml ├── lemevit_scene_recognition.yaml └── lemevit_scene_recognition_ucm.yaml ├── data ├── __init__.py ├── cached_image_folder.py ├── dataset.py ├── dataset_factory.py ├── samplers.py └── zipreader.py ├── engine.py ├── figs ├── framework.png ├── infer.png ├── motivation1.png ├── motivation2.png └── vis2.png ├── main.py ├── models ├── __init__.py └── lemevit.py ├── object_detection ├── configs │ ├── mask_rcnn │ │ └── lemevit_small_mask_rcnn_r50_fpn_1x_coco.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_lemevit_base_rsp_fpn_1x_dota10.py │ │ ├── faster_rcnn_orpn_lemevit_small_rsp_fpn_1x_dota10.py │ │ └── faster_rcnn_orpn_lemevit_tiny_rsp_fpn_1x_dota10.py └── mmdet │ ├── models │ └── backbones │ │ ├── __init__.py │ │ └── lemevit.py │ └── ops │ ├── __init__.py │ ├── box_iou_rotated │ ├── __init__.py │ ├── box_iou_rotated_wrapper.py │ └── src │ │ ├── box_iou_rotated_cpu.cpp │ │ ├── box_iou_rotated_cuda.cu │ │ ├── box_iou_rotated_ext.cpp │ │ └── box_iou_rotated_utils.h │ ├── context_block.py │ ├── convex │ ├── __init__.py │ ├── convex_wrapper.py │ └── src │ │ ├── convex_cpu.cpp │ │ ├── convex_cuda.cu │ │ └── convex_ext.cpp │ ├── corner_pool │ ├── __init__.py │ ├── corner_pool.py │ └── src │ │ └── corner_pool.cpp │ ├── generalized_attention.py │ ├── masked_conv │ ├── __init__.py │ ├── masked_conv.py │ └── src │ │ ├── cuda │ │ ├── masked_conv2d_cuda.cpp │ │ └── masked_conv2d_kernel.cu │ │ └── masked_conv2d_ext.cpp │ ├── merge_cells.py │ ├── nms │ ├── __init__.py │ ├── nms_wrapper.py │ └── src │ │ ├── cpu │ │ └── nms_cpu.cpp │ │ ├── cuda │ │ ├── nms_cuda.cpp │ │ └── nms_kernel.cu │ │ └── nms_ext.cpp │ ├── nms_rotated │ ├── __init__.py │ ├── nms_rotated_wrapper.py │ └── src │ │ ├── box_iou_rotated_utils.h │ │ ├── nms_rotated_cpu.cpp │ │ ├── nms_rotated_cuda.cu │ │ ├── nms_rotated_ext.cpp │ │ ├── poly_nms_cpu.cpp │ │ └── poly_nms_cuda.cu │ ├── non_local.py │ ├── orn │ ├── __init__.py │ ├── functions │ │ ├── __init__.py │ │ ├── active_rotating_filter.py │ │ ├── rotation_invariant_encoding.py │ │ └── rotation_invariant_pooling.py │ ├── modules │ │ ├── ORConv.py │ │ └── __init__.py │ └── src │ │ ├── ActiveRotatingFilter.h │ │ ├── RotationInvariantEncoding.h │ │ ├── cpu │ │ ├── ActiveRotatingFilter_cpu.cpp │ │ ├── RotationInvariantEncoding_cpu.cpp │ │ └── vision.h │ │ ├── cuda │ │ ├── ActiveRotatingFilter_cuda.cu │ │ ├── RotationInvariantEncoding_cuda.cu │ │ └── vision.h │ │ └── vision.cpp │ ├── plugin.py │ ├── point_sample.py │ ├── roi_align │ ├── __init__.py │ ├── gradcheck.py │ ├── roi_align.py │ └── src │ │ ├── cpu │ │ └── roi_align_v2.cpp │ │ ├── cuda │ │ ├── roi_align_kernel.cu │ │ └── roi_align_kernel_v2.cu │ │ └── roi_align_ext.cpp │ ├── roi_align_rotated │ ├── __init__.py │ ├── roi_align_rotated.py │ └── src │ │ ├── roi_align_rotated_cpu.cpp │ │ ├── roi_align_rotated_cuda.cu │ │ ├── roi_align_rotated_ext.cpp │ │ └── temp │ │ ├── roi_align_rotated_cpu.cpp │ │ ├── roi_align_rotated_cuda.cu │ │ └── roi_align_rotated_ext.cpp │ ├── roi_pool │ ├── __init__.py │ ├── gradcheck.py │ ├── roi_pool.py │ └── src │ │ ├── cuda │ │ └── roi_pool_kernel.cu │ │ └── roi_pool_ext.cpp │ ├── sigmoid_focal_loss │ ├── __init__.py │ ├── sigmoid_focal_loss.py │ └── src │ │ ├── cuda │ │ └── sigmoid_focal_loss_cuda.cu │ │ └── sigmoid_focal_loss_ext.cpp │ ├── utils │ ├── __init__.py │ └── src │ │ └── compiling_info.cpp │ └── wrappers.py ├── scripts ├── benchmark.sh ├── get_flops.sh ├── test.sh ├── test_cd.sh ├── test_od.sh ├── test_ss.sh ├── train.sh ├── train_cd.sh ├── train_od.sh └── train_ss.sh ├── semantic_segmentation ├── configs │ ├── _base_ │ │ ├── datasets │ │ │ └── potsdam.py │ │ └── models │ │ │ ├── upernet_lemevit_base.py │ │ │ ├── upernet_lemevit_small.py │ │ │ └── upernet_lemevit_tiny.py │ └── upernet │ │ └── upernet_lemevit_512x512_80k_potsdam.py └── mmseg │ ├── .mim │ ├── configs │ ├── model-index.yml │ └── tools │ └── models │ └── backbones │ ├── __init__.py │ └── lemevit.py ├── utils ├── __init__.py ├── logger.py └── parser.py ├── validate.py └── vis.ipynb /.gitattributes: -------------------------------------------------------------------------------- 1 | *.ipynb linguist-vendored -------------------------------------------------------------------------------- /.gitignore: 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