├── .gitignore ├── LICENSE ├── README.md ├── Tutorial.md ├── config └── misc.py ├── cost.py ├── dataloader └── load_datasets_transforms.py ├── datasets_download.md ├── environment.yaml ├── layers.py ├── lib ├── __init__.py ├── datasets │ ├── __init__.py │ ├── data_loader.py │ ├── loader │ │ ├── __init__.py │ │ ├── ade20k_loader.py │ │ ├── default_loader.py │ │ ├── lip_loader.py │ │ ├── multi_dataset_loader.py │ │ └── offset_loader.py │ ├── preprocess │ │ ├── README.md │ │ ├── __init__.py │ │ ├── ade20k │ │ │ ├── __init__.py │ │ │ ├── ade20k_generator.py │ │ │ ├── ade20k_generator.sh │ │ │ ├── dt_offset_generator.py │ │ │ └── prepare_ade20k.py │ │ ├── camvid │ │ │ └── camvid_generator.py │ │ ├── cityscapes │ │ │ ├── __init__.py │ │ │ ├── cityscapes_generator.py │ │ │ ├── cityscapes_instance_generator.py │ │ │ ├── dt_offset_generator.py │ │ │ ├── edge_generator.py │ │ │ ├── instance_dt_offset_generator.py │ │ │ └── instance_edge_generator.py │ │ ├── coco_stuff │ │ │ └── coco_stuff_generator.py │ │ ├── face │ │ │ ├── celebmask_color.py │ │ │ ├── celebmask_label_generator.py │ │ │ ├── celebmask_partition.py │ │ │ ├── celebmask_resize.py │ │ │ └── prepare_celeb.sh │ │ ├── lip │ │ │ ├── __init__.py │ │ │ └── lip.py │ │ ├── mapillary │ │ │ ├── mapillary_generator.py │ │ │ └── mapillary_generator.sh │ │ ├── pascal_context │ │ │ ├── pascal_context_generator.py │ │ │ └── pascal_context_generator.sh │ │ ├── pascal_voc │ │ │ └── pascal_voc_generator.py │ │ └── woodscape │ │ │ ├── FV.json │ │ │ ├── MVL.json │ │ │ ├── MVR.json │ │ │ ├── RV.json │ │ │ ├── calibrate.py │ │ │ ├── calibrate_to_rect.py │ │ │ ├── cylindrical_to_fisheye.py │ │ │ └── projection.py │ └── tools │ │ ├── __init__.py │ │ ├── collate.py │ │ ├── cv2_aug_transforms.py │ │ ├── pil_aug_transforms.py │ │ └── transforms.py ├── extensions │ ├── __init__.py │ ├── cc_attention │ │ ├── __init__.py │ │ ├── _ext │ │ │ └── __init__.py │ │ ├── build.py │ │ ├── build.sh │ │ ├── functions.py │ │ └── src │ │ │ ├── ca.cu │ │ │ ├── ca.h │ │ │ ├── common.h │ │ │ ├── lib_cffi.cpp │ │ │ └── lib_cffi.h │ ├── crf │ │ └── dense_crf.py │ ├── dcn │ │ ├── README.md │ │ ├── __init__.py │ │ ├── _ext │ │ │ ├── __init__.py │ │ │ ├── deform_conv │ │ │ │ └── __init__.py │ │ │ └── modulated_dcn │ │ │ │ └── __init__.py │ │ ├── build.py │ │ ├── build_modulated.py │ │ ├── functions │ │ │ ├── __init__.py │ │ │ ├── deform_conv.py │ │ │ └── modulated_dcn_func.py │ │ ├── make.sh │ │ ├── make_p100.sh │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── deform_conv.py │ │ │ └── modulated_dcn.py │ │ ├── src │ │ │ ├── cuda │ │ │ │ ├── deform_psroi_pooling_cuda.cu │ │ │ │ ├── deform_psroi_pooling_cuda.h │ │ │ │ ├── modulated_deform_im2col_cuda.cu │ │ │ │ └── modulated_deform_im2col_cuda.h │ │ │ ├── deform_conv.c │ │ │ ├── deform_conv.h │ │ │ ├── deform_conv_cuda.c │ │ │ ├── deform_conv_cuda.h │ │ │ ├── deform_conv_cuda_kernel.cu │ │ │ ├── deform_conv_cuda_kernel.h │ │ │ ├── modulated_dcn.c │ │ │ ├── modulated_dcn.h │ │ │ ├── modulated_dcn_cuda.c │ │ │ └── modulated_dcn_cuda.h │ │ ├── test.py │ │ └── test_modulated.py │ ├── frn │ │ ├── __init__.py │ │ └── frn.py │ ├── inplace_abn │ │ ├── __init__.py │ │ ├── bn.py │ │ ├── functions.py │ │ └── src │ │ │ ├── common.h │ │ │ ├── inplace_abn.cpp │ │ │ ├── inplace_abn.h │ │ │ ├── inplace_abn_cpu.cpp │ │ │ └── inplace_abn_cuda.cu │ ├── inplace_abn_1 │ │ ├── __init__.py │ │ ├── bn.py │ │ ├── functions.py │ │ ├── misc.py │ │ └── src │ │ │ ├── checks.h │ │ │ ├── inplace_abn.cpp │ │ │ ├── inplace_abn.h │ │ │ ├── inplace_abn_cpu.cpp │ │ │ ├── inplace_abn_cuda.cu │ │ │ ├── inplace_abn_cuda_half.cu │ │ │ └── utils │ │ │ ├── checks.h │ │ │ ├── common.h │ │ │ └── cuda.cuh │ ├── pacnet │ │ ├── __init__.py │ │ ├── pac.py │ │ ├── paccrf.py │ │ └── test_pac.py │ ├── parallel │ │ ├── __init__.py │ │ ├── _functions.py │ │ ├── data_container.py │ │ ├── data_parallel.py │ │ ├── distributed.py │ │ └── scatter_gather.py │ ├── switchablenorms │ │ ├── __init__.py │ │ └── switchable_norm.py │ └── syncbn │ │ ├── __init__.py │ │ ├── allreduce.py │ │ ├── comm.py │ │ ├── module.py │ │ └── src │ │ ├── common.h │ │ ├── device_tensor.h │ │ ├── operator.cpp │ │ ├── operator.h │ │ ├── syncbn_cpu.cpp │ │ └── syncbn_kernel.cu ├── loss │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── loss_helper.cpython-38.pyc │ │ ├── lovasz_loss.cpython-38.pyc │ │ └── rmi_loss.cpython-38.pyc │ ├── aaf │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── layers.cpython-38.pyc │ │ │ └── losses.cpython-38.pyc │ │ ├── layers.py │ │ └── losses.py │ ├── loss_contrast.py │ ├── loss_contrast_mem.py │ ├── loss_helper.py │ ├── loss_manager.py │ ├── lovasz_loss.py │ └── rmi_loss.py ├── metrics │ ├── F1_running_score.py │ ├── __init__.py │ ├── ade20k_evaluator.py │ ├── cityscapes │ │ ├── __init__.py │ │ ├── evaluation │ │ │ ├── __init__.py │ │ │ ├── addToConfusionMatrix.pyx │ │ │ ├── addToConfusionMatrix_impl.c │ │ │ ├── csHelpers.py │ │ │ ├── evalInstanceLevelSemanticLabeling.py │ │ │ ├── evalPixelLevelSemanticLabeling.py │ │ │ ├── instance.py │ │ │ └── instances2dict.py │ │ ├── helpers │ │ │ ├── __init__.py │ │ │ ├── annotation.py │ │ │ ├── csHelpers.py │ │ │ ├── labels.py │ │ │ └── labels_cityPersons.py │ │ ├── make.sh │ │ └── setup.py │ ├── cityscapes_evaluator.py │ ├── cocostuff_evaluator.py │ ├── pascal_context_evaluator.py │ ├── running_score.py │ └── running_score_mp.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── __init__.cpython-38.pyc │ │ └── __init__.cpython-39.pyc │ ├── backbones │ │ ├── __init__.py │ │ ├── backbone_selector.py │ │ ├── hrnet │ │ │ ├── __init__.py │ │ │ ├── hrnet_backbone.py │ │ │ └── hrnet_config.py │ │ ├── mobilenet │ │ │ ├── mobilenet_v1.py │ │ │ ├── mobilenet_v2.py │ │ │ └── mobilenet_v3.py │ │ ├── pvt │ │ │ ├── pcpvt_backbone.py │ │ │ ├── pvt_backbone.py │ │ │ └── svt_backbone.py │ │ ├── resnet │ │ │ ├── __init__.py │ │ │ ├── dcn_resnet_models.py │ │ │ ├── resnest_models.py │ │ │ ├── resnet_backbone.py │ │ │ ├── resnet_models.py │ │ │ ├── resnext_models.py │ │ │ ├── wide_resnet_models.py │ │ │ └── wsl_resnext_models.py │ │ └── vit │ │ │ ├── helper.py │ │ │ ├── position_encoding.py │ │ │ ├── setr.py │ │ │ └── transformer.py │ ├── model_manager.py │ ├── modules │ │ ├── __init__.py │ │ ├── asp_oc_block.py │ │ ├── aspp_block.py │ │ ├── base_oc_block.py │ │ ├── basic.py │ │ ├── decoder_block.py │ │ ├── edge_block.py │ │ ├── hanet_attention.py │ │ ├── infer_time.sh │ │ ├── isa_block.py │ │ ├── norm.py │ │ ├── offset_block.py │ │ ├── pos_embedding.py │ │ ├── projection.py │ │ ├── psp_block.py │ │ ├── seg_basic.py │ │ ├── spatial_ocr_block.py │ │ ├── time_log │ │ ├── trans_layer.py │ │ └── vit_trans_layer.py │ ├── nets │ │ ├── __init__.py │ │ ├── ce2pnet.py │ │ ├── deeplab.py │ │ ├── fcnet.py │ │ ├── hrnet.py │ │ ├── ideal_ocrnet.py │ │ ├── isanet.py │ │ ├── ms_ocrnet.py │ │ ├── ocnet.py │ │ ├── ocrnet.py │ │ ├── ocrnet_ha.py │ │ ├── segfix.py │ │ └── semantic_fpn.py │ └── tools │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── module_helper.cpython-311.pyc │ │ ├── module_helper.cpython-38.pyc │ │ └── module_helper.cpython-39.pyc │ │ └── module_helper.py ├── utils │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── __init__.cpython-38.pyc │ │ └── __init__.cpython-39.pyc │ ├── distributed.py │ ├── helpers │ │ ├── __init__.py │ │ ├── dc_helper.py │ │ ├── file_helper.py │ │ ├── image_helper.py │ │ ├── json_helper.py │ │ ├── mask_helper.py │ │ ├── offset_helper.py │ │ └── video_helper.py │ └── tools │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── logger.cpython-311.pyc │ │ ├── logger.cpython-38.pyc │ │ └── logger.cpython-39.pyc │ │ ├── average_meter.py │ │ ├── configer.py │ │ ├── logger.py │ │ └── timer.py └── vis │ ├── __init__.py │ ├── attention_visualizer.py │ ├── color150.mat │ ├── color60.mat │ ├── log_visualizer.py │ ├── palette.py │ ├── seg_parser.py │ ├── seg_visualizer.py │ └── tensor_visualizer.py ├── loss ├── DiceLoss.py └── weightedDIceCELoss.py ├── lr_scheduler.py ├── media ├── flare.png ├── uC-3DU-Net.png └── uc_backbones_detailed.png ├── model.py ├── networks ├── SASAN │ ├── ASEM.py │ └── SASAN.py ├── SwinUNETR │ └── SwinUNETR.py ├── TransBTS │ ├── IntmdSequential.py │ ├── PositionalEncoding.py │ ├── TransBTS │ │ └── TransBTS_downsample8x_skipconnection.py │ ├── TransBTS_downsample8x_skipconnection.py │ ├── Transformer.py │ └── Unet_skipconnection.py ├── UXNet_3D │ ├── UXNET2d.py │ ├── network_backbone.py │ └── uxnet_encoder.py ├── nnFormer │ ├── __init__.py │ ├── generic_UNet.py │ ├── initialization.py │ ├── neural_network.py │ ├── nnFormer_acdc.py │ ├── nnFormer_seg.py │ ├── nnFormer_tumor.py │ └── utilities │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── distributed.cpython-36.pyc │ │ ├── folder_names.cpython-36.pyc │ │ ├── nd_softmax.cpython-311.pyc │ │ ├── nd_softmax.cpython-36.pyc │ │ ├── nd_softmax.cpython-37.pyc │ │ ├── nd_softmax.cpython-38.pyc │ │ ├── nd_softmax.cpython-39.pyc │ │ ├── one_hot_encoding.cpython-36.pyc │ │ ├── random_stuff.cpython-311.pyc │ │ ├── random_stuff.cpython-36.pyc │ │ ├── random_stuff.cpython-37.pyc │ │ ├── random_stuff.cpython-38.pyc │ │ ├── random_stuff.cpython-39.pyc │ │ ├── sitk_stuff.cpython-36.pyc │ │ ├── task_name_id_conversion.cpython-36.pyc │ │ ├── tensor_utilities.cpython-36.pyc │ │ ├── to_torch.cpython-311.pyc │ │ ├── to_torch.cpython-36.pyc │ │ ├── to_torch.cpython-37.pyc │ │ ├── to_torch.cpython-38.pyc │ │ └── to_torch.cpython-39.pyc │ │ ├── distributed.py │ │ ├── file_conversions.py │ │ ├── file_endings.py │ │ ├── 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