├── README.md ├── __pycache__ ├── config.cpython-36.pyc ├── logger.cpython-37.pyc ├── logger.cpython-38.pyc └── ordered_yaml.cpython-36.pyc ├── evaluate_gaussian.py ├── logger.py ├── models ├── Encoder_Decoder.py ├── __pycache__ │ ├── Encoder_Decoder.cpython-37.pyc │ ├── Encoder_Decoder.cpython-38.pyc │ ├── MPRNet.cpython-36.pyc │ ├── doconv_pytorch.cpython-38.pyc │ ├── layers.cpython-37.pyc │ ├── layers.cpython-38.pyc │ └── local_arch.cpython-38.pyc └── layers.py ├── test.py ├── test.yml ├── test_defocus.py ├── test_dnd.py ├── test_gaussian.py ├── test_in_matlab ├── sidd.m └── spad.m ├── test_sidd.py ├── train.yml ├── train_defocus.py ├── train_epoch.py ├── train_gaussian.py ├── train_gaussian.yml ├── train_iters.py ├── train_sidd.py ├── utils ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── data_RGB.cpython-36.pyc │ ├── data_RGB.cpython-37.pyc │ ├── data_RGB.cpython-38.pyc │ ├── dataset_RGB.cpython-36.pyc │ ├── dataset_RGB.cpython-37.pyc │ ├── dataset_RGB.cpython-38.pyc │ ├── dataset_utils.cpython-36.pyc │ ├── dataset_utils.cpython-37.pyc │ ├── dataset_utils.cpython-38.pyc │ ├── dir_utils.cpython-36.pyc │ ├── dir_utils.cpython-37.pyc │ ├── dir_utils.cpython-38.pyc │ ├── image_utils.cpython-36.pyc │ ├── image_utils.cpython-37.pyc │ ├── image_utils.cpython-38.pyc │ ├── losses.cpython-37.pyc │ ├── losses.cpython-38.pyc │ ├── model_utils.cpython-36.pyc │ ├── model_utils.cpython-37.pyc │ └── model_utils.cpython-38.pyc ├── data_RGB.py ├── dataset_RGB.py ├── dataset_RGB_defocus.py ├── dataset_RGB_dehaze.py ├── dataset_RGB_derain.py ├── dataset_RGB_gaussian.py ├── dataset_utils.py ├── dir_utils.py ├── image_utils.py ├── losses.py └── model_utils.py └── warmup_scheduler ├── __init__.py ├── run.py └── scheduler.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/README.md -------------------------------------------------------------------------------- /__pycache__/config.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/__pycache__/config.cpython-36.pyc -------------------------------------------------------------------------------- /__pycache__/logger.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/__pycache__/logger.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/logger.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/__pycache__/logger.cpython-38.pyc -------------------------------------------------------------------------------- /__pycache__/ordered_yaml.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/__pycache__/ordered_yaml.cpython-36.pyc -------------------------------------------------------------------------------- /evaluate_gaussian.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/evaluate_gaussian.py -------------------------------------------------------------------------------- /logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/logger.py -------------------------------------------------------------------------------- /models/Encoder_Decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/Encoder_Decoder.py -------------------------------------------------------------------------------- /models/__pycache__/Encoder_Decoder.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/__pycache__/Encoder_Decoder.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/Encoder_Decoder.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/__pycache__/Encoder_Decoder.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/MPRNet.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/__pycache__/MPRNet.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/doconv_pytorch.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/__pycache__/doconv_pytorch.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/layers.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/__pycache__/layers.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/layers.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/__pycache__/layers.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/local_arch.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/__pycache__/local_arch.cpython-38.pyc -------------------------------------------------------------------------------- /models/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/models/layers.py -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/test.py -------------------------------------------------------------------------------- /test.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/test.yml -------------------------------------------------------------------------------- /test_defocus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/test_defocus.py -------------------------------------------------------------------------------- /test_dnd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/test_dnd.py -------------------------------------------------------------------------------- /test_gaussian.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/test_gaussian.py -------------------------------------------------------------------------------- /test_in_matlab/sidd.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/test_in_matlab/sidd.m -------------------------------------------------------------------------------- /test_in_matlab/spad.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/test_in_matlab/spad.m -------------------------------------------------------------------------------- /test_sidd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/test_sidd.py -------------------------------------------------------------------------------- /train.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/train.yml -------------------------------------------------------------------------------- /train_defocus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/train_defocus.py -------------------------------------------------------------------------------- /train_epoch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/train_epoch.py -------------------------------------------------------------------------------- /train_gaussian.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/train_gaussian.py -------------------------------------------------------------------------------- /train_gaussian.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/train_gaussian.yml -------------------------------------------------------------------------------- /train_iters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/train_iters.py -------------------------------------------------------------------------------- /train_sidd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/train_sidd.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__init__.py -------------------------------------------------------------------------------- /utils/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/__init__.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/__init__.cpython-38.pyc -------------------------------------------------------------------------------- /utils/__pycache__/data_RGB.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/data_RGB.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/data_RGB.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/data_RGB.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/data_RGB.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/data_RGB.cpython-38.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dataset_RGB.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dataset_RGB.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dataset_RGB.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dataset_RGB.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dataset_RGB.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dataset_RGB.cpython-38.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dataset_utils.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dataset_utils.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dataset_utils.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dataset_utils.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dataset_utils.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dataset_utils.cpython-38.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dir_utils.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dir_utils.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dir_utils.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dir_utils.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/dir_utils.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/dir_utils.cpython-38.pyc -------------------------------------------------------------------------------- /utils/__pycache__/image_utils.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/image_utils.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/image_utils.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/image_utils.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/image_utils.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/image_utils.cpython-38.pyc -------------------------------------------------------------------------------- /utils/__pycache__/losses.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/losses.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/losses.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/losses.cpython-38.pyc -------------------------------------------------------------------------------- /utils/__pycache__/model_utils.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/model_utils.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/model_utils.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/model_utils.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/model_utils.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/__pycache__/model_utils.cpython-38.pyc -------------------------------------------------------------------------------- /utils/data_RGB.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/data_RGB.py -------------------------------------------------------------------------------- /utils/dataset_RGB.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/dataset_RGB.py -------------------------------------------------------------------------------- /utils/dataset_RGB_defocus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/dataset_RGB_defocus.py -------------------------------------------------------------------------------- /utils/dataset_RGB_dehaze.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/dataset_RGB_dehaze.py -------------------------------------------------------------------------------- /utils/dataset_RGB_derain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/dataset_RGB_derain.py -------------------------------------------------------------------------------- /utils/dataset_RGB_gaussian.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/dataset_RGB_gaussian.py -------------------------------------------------------------------------------- /utils/dataset_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/dataset_utils.py -------------------------------------------------------------------------------- /utils/dir_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/dir_utils.py -------------------------------------------------------------------------------- /utils/image_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/image_utils.py -------------------------------------------------------------------------------- /utils/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/losses.py -------------------------------------------------------------------------------- /utils/model_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/utils/model_utils.py -------------------------------------------------------------------------------- /warmup_scheduler/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/warmup_scheduler/__init__.py -------------------------------------------------------------------------------- /warmup_scheduler/run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/warmup_scheduler/run.py -------------------------------------------------------------------------------- /warmup_scheduler/scheduler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz73/MSSR-MLP/HEAD/warmup_scheduler/scheduler.py --------------------------------------------------------------------------------