├── Dehazing ├── README.md ├── VERSION ├── basicsr │ ├── __pycache__ │ │ ├── train.cpython-39.pyc │ │ └── version.cpython-39.pyc │ ├── check_GPUs.py │ ├── data │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── data_sampler.cpython-311.pyc │ │ │ ├── data_sampler.cpython-39.pyc │ │ │ ├── data_util.cpython-311.pyc │ │ │ ├── data_util.cpython-39.pyc │ │ │ ├── ffhq_dataset.cpython-311.pyc │ │ │ ├── ffhq_dataset.cpython-39.pyc │ │ │ ├── paired_image_dataset.cpython-311.pyc │ │ │ ├── paired_image_dataset.cpython-39.pyc │ │ │ ├── paired_logit_dataset.cpython-39.pyc │ │ │ ├── prefetch_dataloader.cpython-311.pyc │ │ │ ├── prefetch_dataloader.cpython-39.pyc │ │ │ ├── reds_dataset.cpython-311.pyc │ │ │ ├── reds_dataset.cpython-39.pyc │ │ │ ├── single_image_dataset.cpython-311.pyc │ │ │ ├── single_image_dataset.cpython-39.pyc │ │ │ ├── transforms.cpython-311.pyc │ │ │ ├── transforms.cpython-39.pyc │ │ │ ├── tripple_image_dataset.cpython-311.pyc │ │ │ ├── tripple_image_dataset.cpython-39.pyc │ │ │ ├── video_test_dataset.cpython-311.pyc │ │ │ ├── video_test_dataset.cpython-39.pyc │ │ │ ├── vimeo90k_dataset.cpython-311.pyc │ │ │ └── vimeo90k_dataset.cpython-39.pyc │ │ ├── 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 │ │ ├── paired_logit_dataset.py │ │ ├── prefetch_dataloader.py │ │ ├── reds_dataset.py │ │ ├── single_image_dataset.py │ │ ├── transforms.py │ │ ├── tripple_image_dataset.py │ │ ├── video_test_dataset.py │ │ └── vimeo90k_dataset.py │ ├── metrics │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── metric_util.cpython-39.pyc │ │ │ ├── niqe.cpython-39.pyc │ │ │ └── psnr_ssim.cpython-39.pyc │ │ ├── fid.py │ │ ├── metric_util.py │ │ ├── niqe.py │ │ ├── niqe_pris_params.npz │ │ └── psnr_ssim.py │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── base_model.cpython-311.pyc │ │ │ ├── base_model.cpython-39.pyc │ │ │ ├── image_restoration_model.cpython-311.pyc │ │ │ ├── image_restoration_model.cpython-39.pyc │ │ │ ├── lr_scheduler.cpython-311.pyc │ │ │ └── lr_scheduler.cpython-39.pyc │ │ ├── archs │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-311.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── mambairunet_arch.cpython-311.pyc │ │ │ │ └── mambairunet_arch.cpython-39.pyc │ │ │ ├── arch_util.py │ │ │ └── mambairunet_arch.py │ │ ├── base_model.py │ │ ├── image_restoration_model.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── loss_util.cpython-39.pyc │ │ │ │ └── losses.cpython-39.pyc │ │ │ ├── loss_util.py │ │ │ └── losses.py │ │ └── lr_scheduler.py │ ├── test.py │ ├── train.py │ ├── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── create_lmdb.cpython-311.pyc │ │ │ ├── create_lmdb.cpython-39.pyc │ │ │ ├── dist_util.cpython-311.pyc │ │ │ ├── dist_util.cpython-39.pyc │ │ │ ├── file_client.cpython-311.pyc │ │ │ ├── file_client.cpython-39.pyc │ │ │ ├── flow_util.cpython-311.pyc │ │ │ ├── flow_util.cpython-39.pyc │ │ │ ├── img_util.cpython-311.pyc │ │ │ ├── img_util.cpython-39.pyc │ │ │ ├── lmdb_util.cpython-311.pyc │ │ │ ├── lmdb_util.cpython-39.pyc │ │ │ ├── logger.cpython-311.pyc │ │ │ ├── logger.cpython-39.pyc │ │ │ ├── matlab_functions.cpython-39.pyc │ │ │ ├── misc.cpython-311.pyc │ │ │ ├── misc.cpython-39.pyc │ │ │ └── options.cpython-39.pyc │ │ ├── bundle_submissions.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 ├── crop.py ├── evaluate_sidd.m ├── options │ ├── test_MoEMamba_LMHaze.yml │ └── train_MoEMamba_LMHaze.yml ├── setup.cfg ├── setup.py ├── test_real_denoising_dnd.py ├── test_real_denoising_sidd.py └── utils.py ├── LICENSE ├── README.md ├── analysis ├── __pycache__ │ └── utils_fvcore.cpython-39.pyc ├── erf.py ├── flops_param.py ├── flops_param_fvcore.py ├── flops_param_thop.py ├── model_zoo │ ├── __pycache__ │ │ ├── edsr.cpython-39.pyc │ │ ├── mambaIR.cpython-39.pyc │ │ ├── rcan.cpython-39.pyc │ │ └── swinIR.cpython-39.pyc │ ├── edsr.py │ ├── hat.py │ ├── mambaIR.py │ ├── rcan.py │ └── swinIR.py └── utils_fvcore.py ├── assets ├── classicSR.png ├── erf.png ├── imgsli1.png ├── imgsli2.png ├── imgsli3.png ├── imgsli4.png ├── imgsli5.png ├── imgsli6.png ├── lightSR.png ├── logo.png ├── pipeline.png ├── real-dn.png └── visual_results.png ├── basicsr ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── test.cpython-39.pyc │ └── version.cpython-39.pyc ├── archs │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── arch_util.cpython-39.pyc │ │ └── mambair_arch.cpython-39.pyc │ ├── arch_util.py │ └── mambair_arch.py ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── data_sampler.cpython-39.pyc │ │ ├── data_util.cpython-39.pyc │ │ ├── paired_image_dataset.cpython-39.pyc │ │ ├── prefetch_dataloader.cpython-39.pyc │ │ ├── single_image_dataset.cpython-39.pyc │ │ └── transforms.cpython-39.pyc │ ├── data_sampler.py │ ├── data_util.py │ ├── paired_image_dataset.py │ ├── prefetch_dataloader.py │ ├── single_image_dataset.py │ └── transforms.py ├── losses │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── loss_util.cpython-39.pyc │ │ └── losses.cpython-39.pyc │ ├── loss_util.py │ └── losses.py ├── metrics │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── metric_util.cpython-39.pyc │ │ └── psnr_ssim.cpython-39.pyc │ ├── metric_util.py │ └── psnr_ssim.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── base_model.cpython-39.pyc │ │ ├── lr_scheduler.cpython-39.pyc │ │ ├── mambair_model.cpython-39.pyc │ │ └── sr_model.cpython-39.pyc │ ├── base_model.py │ ├── lr_scheduler.py │ ├── mambair_model.py │ └── sr_model.py ├── test.py ├── train.py ├── utils │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── dist_util.cpython-39.pyc │ │ ├── file_client.cpython-39.pyc │ │ ├── img_util.cpython-39.pyc │ │ ├── logger.cpython-39.pyc │ │ ├── matlab_functions.cpython-39.pyc │ │ ├── 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