├── .gitignore ├── MPRNet-main ├── .gitignore ├── Deblurring │ ├── Datasets │ │ └── README.md │ ├── MHMPRNet.py │ ├── MPRNet.py │ ├── README.md │ ├── config.py │ ├── data_RGB.py │ ├── dataset_RGB.py │ ├── evaluate_GOPRO_HIDE.m │ ├── evaluate_RealBlur.py │ ├── evaluate_RealBlur_multi_head.py │ ├── losses.py │ ├── output.log │ ├── pretrained_models │ │ └── README.md │ ├── psnr_ssim.py │ ├── scheduler.py │ ├── test.py │ ├── test_multi_head.py │ ├── train.py │ ├── train_multi_head.py │ ├── training.yml │ └── utils │ │ ├── __init__.py │ │ ├── dataset_utils.py │ │ ├── dir_utils.py │ │ ├── image_utils.py │ │ └── model_utils.py ├── LICENSE.md ├── README.md └── demo.py ├── NAFNet-main ├── .gitignore ├── LICENSE ├── VERSION ├── basicsr │ ├── data │ │ ├── __init__.py │ │ ├── data_sampler.py │ │ ├── data_util.py │ │ ├── ffhq_dataset.py │ │ ├── meta_info │ │ │ ├── meta_info_DIV2K800sub_GT.txt │ │ │ ├── meta_info_REDS4_test_GT.txt │ │ │ ├── meta_info_REDS_GT.txt │ │ │ ├── meta_info_REDSofficial4_test_GT.txt │ │ │ ├── meta_info_REDSval_official_test_GT.txt │ │ │ ├── meta_info_Vimeo90K_test_GT.txt │ │ │ ├── meta_info_Vimeo90K_test_fast_GT.txt │ │ │ ├── meta_info_Vimeo90K_test_medium_GT.txt │ │ │ ├── meta_info_Vimeo90K_test_slow_GT.txt │ │ │ └── meta_info_Vimeo90K_train_GT.txt │ │ ├── paired_image_SR_LR_FullImage_Memory_dataset.py │ │ ├── paired_image_SR_LR_dataset.py │ │ ├── paired_image_dataset.py │ │ ├── prefetch_dataloader.py │ │ ├── reds_dataset.py │ │ ├── single_image_dataset.py │ │ ├── transforms.py │ │ ├── video_test_dataset.py │ │ └── vimeo90k_dataset.py │ ├── demo.py │ ├── demo_ssr.py │ ├── metrics │ │ ├── __init__.py │ │ ├── fid.py │ │ ├── metric_util.py │ │ ├── niqe.py │ │ ├── niqe_pris_params.npz │ │ └── psnr_ssim.py │ ├── models │ │ ├── __init__.py │ │ ├── archs │ │ │ ├── MHNAFNet_arch.py │ │ │ ├── NAFNet_arch.py │ │ │ ├── __init__.py │ │ │ ├── arch_util.py │ │ │ ├── hinet_arch.py │ │ │ ├── local_arch.py │ │ │ └── mhhinet_arch.py │ │ ├── base_model.py │ │ ├── image_restoration_model.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── loss_util.py │ │ │ └── losses.py │ │ ├── lr_scheduler.py │ │ └── multi_head_image_restoration_model.py │ ├── test.py │ ├── train.py │ ├── utils │ │ ├── __init__.py │ │ ├── create_lmdb.py │ │ ├── dist_util.py │ │ ├── download_util.py │ │ ├── face_util.py │ │ ├── file_client.py │ │ ├── flow_util.py │ │ ├── img_util.py │ │ ├── lmdb_util.py │ │ ├── logger.py │ │ ├── matlab_functions.py │ │ ├── misc.py │ │ └── options.py │ └── version.py ├── cog.yaml ├── demo │ ├── blurry.jpg │ ├── denoise_img.png │ ├── lr_img_l.png │ ├── lr_img_r.png │ ├── noisy.png │ ├── sr_img_l.png │ └── sr_img_r.png ├── docs │ └── GoPro.md ├── options │ ├── test │ │ ├── GoPro │ │ │ ├── HINet.yml │ │ │ ├── MHHINet.yml │ │ │ ├── MHNAFNet-width32.yml │ │ │ ├── MHNAFNet-width64.yml │ │ │ ├── NAFNet-width32.yml │ │ │ └── NAFNet-width64.yml │ │ └── HIDE │ │ │ ├── HINet.yml │ │ │ ├── MHHINet.yml │ │ │ ├── MHNAFNet-width64.yml │ │ │ └── NAFNet-width64.yml │ └── train │ │ └── GoPro │ │ ├── HINet.yml │ │ ├── MHHINet.yml │ │ ├── MHNAFNet-width32-combinate-heads.yml │ │ ├── MHNAFNet-width32.yml │ │ ├── MHNAFNet-width64-combinate-heads.yml │ │ ├── MHNAFNet-width64.yml │ │ ├── NAFNet-width32.yml │ │ └── NAFNet-width64.yml ├── predict.py ├── readme.md ├── requirements.txt ├── scripts │ ├── data_preparation │ │ ├── gopro.py │ │ ├── reds.py │ │ └── sidd.py │ └── make_pickle.py ├── setup.cfg └── setup.py ├── README.md └── Restormer-main ├── .gitignore ├── INSTALL.md ├── LICENSE.md ├── Motion_Deblurring ├── Datasets │ └── README.md ├── Options │ ├── Deblurring_MHRestormer.yml │ └── Deblurring_Restormer.yml ├── README.md ├── download_data.py ├── evaluate_gopro_hide.m ├── evaluate_realblur.py ├── generate_patches_gopro.py ├── pretrained_models │ └── README.md ├── psnr_ssim.py ├── test.py ├── test_multi_head.py └── utils.py ├── README.md ├── VERSION ├── basicsr_restormer ├── data │ ├── __init__.py │ ├── data_sampler.py │ ├── data_util.py │ ├── ffhq_dataset.py │ ├── meta_info │ │ ├── meta_info_DIV2K800sub_GT.txt │ │ ├── meta_info_REDS4_test_GT.txt │ │ ├── meta_info_REDS_GT.txt │ │ ├── meta_info_REDSofficial4_test_GT.txt │ │ ├── meta_info_REDSval_official_test_GT.txt │ │ ├── meta_info_Vimeo90K_test_GT.txt │ │ ├── meta_info_Vimeo90K_test_fast_GT.txt │ │ ├── meta_info_Vimeo90K_test_medium_GT.txt │ │ ├── meta_info_Vimeo90K_test_slow_GT.txt │ │ └── meta_info_Vimeo90K_train_GT.txt │ ├── paired_image_dataset.py │ ├── prefetch_dataloader.py │ ├── reds_dataset.py │ ├── single_image_dataset.py │ ├── transforms.py │ ├── video_test_dataset.py │ └── vimeo90k_dataset.py ├── metrics │ ├── __init__.py │ ├── fid.py │ ├── metric_util.py │ ├── niqe.py │ ├── niqe_pris_params.npz │ └── psnr_ssim.py ├── models │ ├── __init__.py │ ├── archs │ │ ├── __init__.py │ │ ├── arch_util.py │ │ ├── mhrestormer_arch.py │ │ └── restormer_arch.py │ ├── base_model.py │ ├── image_restoration_model.py │ ├── losses │ │ ├── __init__.py │ │ ├── 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