├── .gitattributes ├── .gitignore ├── LICENSE ├── README.md ├── configs ├── AWGN_RGB.conf ├── AWGN_gray.conf └── configspec.conf ├── data └── test │ └── SET14 │ ├── baboon.png │ ├── barbara.png │ ├── bridge.png │ ├── coastguard.png │ ├── comic.png │ ├── face.png │ ├── flowers.png │ ├── foreman.png │ ├── lenna.png │ ├── man.png │ ├── monarch.png │ ├── pepper.png │ ├── ppt3.png │ └── zebra.png ├── data_provider.py ├── model.py ├── requirements.txt ├── results ├── AWGN_RGB │ └── SET14 │ │ ├── 0_gt.png │ │ ├── 0_noisy_20.3030dB_0.6210_0.0966_0.9284.png │ │ ├── 0_pred_28.0294dB_0.8741_0.0397_0.9889.png │ │ ├── 10_gt.png │ │ ├── 10_noisy_20.2961dB_0.3659_0.0966_0.9062.png │ │ ├── 10_pred_35.0871dB_0.9622_0.0176_0.9972.png │ │ ├── 11_gt.png │ │ ├── 11_noisy_20.0065dB_0.3078_0.0999_0.9371.png │ │ ├── 11_pred_32.5324dB_0.8671_0.0236_0.9964.png │ │ ├── 12_gt.png │ │ ├── 12_noisy_21.7977dB_0.4272_0.0813_0.9712.png │ │ ├── 12_pred_34.6977dB_0.9691_0.0184_0.9986.png │ │ ├── 13_gt.png │ │ ├── 13_noisy_20.4770dB_0.5165_0.0947_0.9256.png │ │ ├── 13_pred_34.2117dB_0.9520_0.0195_0.9968.png │ │ ├── 1_gt.png │ │ ├── 1_noisy_20.3444dB_0.4583_0.0961_0.9131.png │ │ ├── 1_pred_34.2389dB_0.9472_0.0194_0.9964.png │ │ ├── 2_gt.png │ │ ├── 2_noisy_20.3302dB_0.5400_0.0963_0.9096.png │ │ ├── 2_pred_34.0855dB_0.9593_0.0198_0.9958.png │ │ ├── 3_gt.png │ │ ├── 3_noisy_20.3435dB_0.4324_0.0961_0.9116.png │ │ ├── 3_pred_35.0726dB_0.9488_0.0176_0.9967.png │ │ ├── 4_gt.png │ │ ├── 4_noisy_20.4918dB_0.6354_0.0945_0.9353.png │ │ ├── 4_pred_32.1668dB_0.9619_0.0246_0.9957.png │ │ ├── 5_gt.png │ │ ├── 5_noisy_20.8065dB_0.3167_0.0911_0.9428.png │ │ ├── 5_pred_31.5634dB_0.8050_0.0264_0.9959.png │ │ ├── 6_gt.png │ │ ├── 6_noisy_20.5752dB_0.4398_0.0936_0.9329.png │ │ ├── 6_pred_32.9369dB_0.9153_0.0226_0.9961.png │ │ ├── 7_gt.png │ │ ├── 7_noisy_20.6475dB_0.3378_0.0928_0.9360.png │ │ ├── 7_pred_35.9377dB_0.9493_0.0160_0.9982.png │ │ ├── 8_gt.png │ │ ├── 8_noisy_20.1617dB_0.3166_0.0982_0.9230.png │ │ ├── 8_pred_29.4384dB_0.8824_0.0337_0.9965.png │ │ ├── 9_gt.png │ │ ├── 9_noisy_20.6303dB_0.4471_0.0930_0.9205.png │ │ ├── 9_pred_34.9257dB_0.9429_0.0179_0.9971.png │ │ └── thumbs.db └── AWGN_gray │ └── SET14 │ ├── 0_gt.png │ ├── 0_noisy_16.8095dB_0.5890_0.1444_0.8720.png │ ├── 0_pred_25.2304dB_0.8924_0.0548_0.9859.png │ ├── 10_gt.png │ ├── 10_noisy_19.7606dB_0.3150_0.1028_0.8560.png │ ├── 10_pred_34.8452dB_0.9413_0.0181_0.9960.png │ ├── 11_gt.png │ ├── 11_noisy_18.8532dB_0.3041_0.1141_0.9082.png │ ├── 11_pred_32.6694dB_0.8572_0.0233_0.9960.png │ ├── 12_gt.png │ ├── 12_noisy_21.7369dB_0.3948_0.0819_0.9665.png │ ├── 12_pred_37.5345dB_0.9729_0.0133_0.9991.png │ ├── 13_gt.png │ ├── 13_noisy_20.4510dB_0.5078_0.0949_0.9160.png │ ├── 13_pred_33.2215dB_0.9362_0.0218_0.9957.png │ ├── 1_gt.png │ ├── 1_noisy_19.9692dB_0.4371_0.1004_0.8950.png │ ├── 1_pred_33.3532dB_0.9329_0.0215_0.9955.png │ ├── 2_gt.png │ ├── 2_noisy_20.3451dB_0.5368_0.0961_0.9105.png │ ├── 2_pred_31.5963dB_0.9298_0.0263_0.9928.png │ ├── 3_gt.png │ ├── 3_noisy_20.3445dB_0.4349_0.0961_0.9079.png │ ├── 3_pred_33.2431dB_0.9243_0.0218_0.9950.png │ ├── 4_gt.png │ ├── 4_noisy_20.2877dB_0.6362_0.0967_0.9263.png │ ├── 4_pred_31.1693dB_0.9593_0.0276_0.9951.png │ ├── 5_gt.png │ ├── 5_noisy_20.6609dB_0.2768_0.0927_0.9339.png │ ├── 5_pred_31.5068dB_0.7935_0.0266_0.9959.png │ ├── 6_gt.png │ ├── 6_noisy_20.1838dB_0.4309_0.0979_0.9139.png │ ├── 6_pred_30.6992dB_0.9098_0.0292_0.9957.png │ ├── 7_gt.png │ ├── 7_noisy_20.6708dB_0.3339_0.0926_0.9330.png │ ├── 7_pred_35.7678dB_0.9381_0.0163_0.9979.png │ ├── 8_gt.png │ ├── 8_noisy_18.5804dB_0.3202_0.1178_0.8884.png │ ├── 8_pred_27.8295dB_0.8423_0.0406_0.9953.png │ ├── 9_gt.png │ ├── 9_noisy_20.6591dB_0.4384_0.0927_0.9211.png │ ├── 9_pred_32.7199dB_0.8947_0.0231_0.9951.png │ └── thumbs.db ├── train_and_eval.py └── utils └── train_utils.py /.gitattributes: -------------------------------------------------------------------------------- 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