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cszn / DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

https://cszn.github.io/

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params_updates中adam算法的参数更新好像有误

#102 yihaodong1 opened 11 months ago
0
提供训练集

#101 c1h2e3n4y5u6n7 opened 1 year ago
0
The Wrong when I using the \DnCNN\TrainingCodes\DnCNN_TrainingCodes_v1.1\Demo_Train_model_64_25_Res_Bnorm_Adam.m

#100 yihaodong1 opened 1 year ago
0
The wrng

#99 yihaodong1 closed 1 year ago
0
About image shape debug

#98 darkkkcc opened 1 year ago
2
About Testing

#97 saqibnaziir opened 2 years ago
0
Repetitive Dataset and DataLoader Creation in PyTorch version

#96 sptom opened 2 years ago
0
Lower depth yields same performance

#95 Youyoun opened 2 years ago
0
If I want to input my own image for deep learning,but i don't need add to Gassian noise level,what should I do?

#94 LIN-CHENG-YUEH opened 2 years ago
1
Sigma=45 model in .h5

#93 nehagour opened 3 years ago
0
Update data_generator.py

#92 Gaochenyin opened 3 years ago
0
main_test.py

#91 s0966066980 opened 3 years ago
0
Are there any files missing?Such as vl_simplenn_move.m and vl_argparse.m

#90 lsfhuihuiff opened 3 years ago
0
vl_argparse(opts, varargin);No function or variable is defined—— 'vl_argparse'。And I can't find matlab code about this function

#89 lsfhuihuiff opened 3 years ago
0
Data Preparation for DnCNN3

#88 supriyaarun27 opened 3 years ago
0
ERROR: Could not find a version that satisfies the requirement torch==0.4.1 ERROR: No matching distribution found for torch==0.4.1

#87 muhammad-aamir94 opened 3 years ago
1
Batch Normalization gives worse perfromence

#86 Sumching opened 3 years ago
0
bug in usage of OpenCV resize function

#85 hailihu opened 3 years ago
0
How to resolve this bug? could you please tell me?maybe I solved above problem,but I met the follow problem :

#84 191578010 opened 3 years ago
0
Version of DnCNN that is compatible with tensorflow 2.0

#83 tamireiny opened 3 years ago
0
Size of input images

#82 Nipl0d closed 4 years ago
0
color dcnn model's act_mode is different in train and test phase (pytorch version)

#81 lionzhnn opened 4 years ago
0
About training data creating

#80 Kaede93 opened 4 years ago
1
Color Images input as test in keras version

#79 Alirezak2n opened 4 years ago
0
Add bibtex syntax highlighting to readme

#78 HappyFacade opened 4 years ago
0
有训练好的Pytorch的彩色去噪模型吗

#77 lionzhnn closed 4 years ago
0
Average PSNR vs epochs - denoised images with spots?

#76 betty97 opened 4 years ago
0
it seems that there are some preblems in the pytorch implement of this code!

#75 cscss opened 4 years ago
3
Discrepancy in the parameters used for batch normalisation between pytorch and keras

#74 zaccharieramzi opened 4 years ago
0
When training in pytorch with SGD, loss is inf , how to do with it?

#73 gzz1996 opened 4 years ago
0
pytorch training code sucks

#72 oneTaken closed 4 years ago
0
Loss function in Keras code

#71 KewJieLong opened 5 years ago
1
把损失函数换成mse

#70 ssywzzc closed 5 years ago
0
Incompatible Image shape error

#69 ghost closed 5 years ago
2
can pytorch version>0.4 run this pytorch code?

#68 johsnows opened 5 years ago
1
Pytorch Implementation Loss function Line 163 (main_train.py)

#67 dagarshali opened 5 years ago
1
About simultaneous denoise and super resolution task

#66 bittergourd1224 opened 5 years ago
0
There is an error in the Keras code

#65 DieGlory closed 5 years ago
0
[keras version]The Labels in the matlab code are noises, while the labels in the keras code are clean data. Is the code wrong or am I wrong?

#64 wangweiwei104 closed 5 years ago
0
Is the code on line 23 in the main_train.py file[DnCNN-keras] correct?

#63 wangweiwei104 closed 5 years ago
6
Time till loss convergence

#62 AnasShahzad1996 opened 5 years ago
0
License ?

#61 titsitits opened 5 years ago
1
Kernel Initialization

#60 riteshkumarumassedu opened 5 years ago
2
data/Train400

#59 HugoGuadalupe opened 5 years ago
1
Train the net by my own (clean-noisy)image pairs

#58 hujiayu712 opened 5 years ago
1
Couldn't run main_train.py (keras) due to an error caused by datagenerator.py

#57 wlf114 closed 5 years ago
1
pretrained model of CDnCNN-B (pytorch version)

#56 HappyExploring opened 5 years ago
1
pertained model of sigma-25

#55 Gurpremm opened 5 years ago
2
pretrained model of sigma-50

#54 Jee-King opened 5 years ago
1
Keras-Version: in Model-Definition DnCNN() the parameter use_bnorm is faulty?

#53 mullanptr opened 5 years ago
2