├── README.md ├── cbam_models ├── SmaAt_UNet.py ├── cbam_models │ ├── SmaAt_UNet.py │ ├── layers.py │ ├── regression_lightning.py │ ├── unet_parts.py │ ├── unet_parts_depthwise_separable.py │ └── unet_precip_regression_lightning.py ├── layers.py ├── regression_lightning.py ├── unet_parts.py ├── unet_parts_depthwise_separable.py └── unet_precip_regression_lightning.py ├── data ├── __init__.py ├── aligned_dataset.py ├── base_dataset.py ├── colorization_dataset.py ├── image_folder.py ├── single_dataset.py ├── template_dataset.py └── unaligned_dataset.py ├── environment.yaml ├── models ├── SARU.py ├── SARUp.py ├── __init__.py ├── base_model.py ├── cbam_modules.py ├── cbam_resunet.py ├── colorization_model.py ├── cycle_gan_model.py ├── denseunet.py ├── ffc.py ├── generate_model.py ├── networks.py ├── pix2pix_model.py ├── resnet.py ├── resnet_modules.py ├── resunet.py ├── template_model.py ├── test_model.py ├── unet.py ├── unet3d.py └── unet_modules.py ├── options ├── __init__.py ├── base_options.py ├── test_options.py └── train_options.py ├── pytorch_grad_cam ├── __init__.py ├── ablation_cam.py ├── activations_and_gradients.py ├── base_cam.py ├── eigen_cam.py ├── eigen_grad_cam.py ├── fullgrad_cam.py ├── grad_cam.py ├── grad_cam_plusplus.py ├── guided_backprop.py ├── layer_cam.py ├── score_cam.py ├── utils │ ├── __init__.py │ ├── find_layers.py │ ├── image.py │ └── svd_on_activations.py └── xgrad_cam.py ├── smat_models ├── SmaAt_UNet.py ├── layers.py ├── regression_lightning.py ├── unet_parts.py ├── unet_parts_depthwise_separable.py └── unet_precip_regression_lightning.py ├── test.py ├── train.py ├── transform_unet ├── __init__.py ├── common.py ├── unet_transformer │ ├── __init__.py │ ├── bottleneck_layer.py │ ├── decoder.py │ └── unet.py ├── vanilla_transformer │ ├── MHSA.py │ ├── SA.py │ ├── __init__.py │ └── transformer_block.py └── vit │ ├── __init__.py │ └── vit.py └── util ├── DVH.py ├── __init__.py ├── ct_loss.py ├── datasets_maker.py ├── gamma.py ├── get_data.py ├── html.py ├── image_pool.py ├── make_datasets.py ├── plot_grad.py ├── ploter.py ├── result_analyzer.py ├── results.py ├── util.py ├── visualizer.py └── wechat.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nuaazs/SARUNet-Pytorch/HEAD/README.md -------------------------------------------------------------------------------- /cbam_models/SmaAt_UNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nuaazs/SARUNet-Pytorch/HEAD/cbam_models/SmaAt_UNet.py -------------------------------------------------------------------------------- /cbam_models/cbam_models/SmaAt_UNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nuaazs/SARUNet-Pytorch/HEAD/cbam_models/cbam_models/SmaAt_UNet.py 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