DnCNN
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cszn
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
After cloning this github repo locally on my PC to run through Visual Studio code. I encounter following error on installing pytorch version 0.4.1 pip3 install torch==0.4.1 -f https://download.pytorch.org/whl/torch_stable.html (Thats...
Hi, In the original paper, batch norm is a good tool to get better performance. However, in my case, the DnCNN model without BN is superior to the one with...
https://github.com/cszn/DnCNN/blob/8b61f7e23a68180f5f27002539d745256bd86df2/TrainingCodes/dncnn_keras/data_generator.py#L72 After running this code with OpenCV 4.1.2, I found wrong results due to a bug in this line. The OpenCV resize function takes the dimensions in the order of...
maybe I solved above problem,but I met the follow problem : ``` >> Demo_test_DnCNN 引用了不存在的字段 'dilate'。 出错 vl_simplenn (line 303) 'dilate', l.dilate, ... 出错 Demo_test_DnCNN (line 64) res = vl_simplenn(net,input,[],[],'conserveMemory',true,'mode','test');...
I have run the code TrainingCodes\dncnn\main_train.py as is, and got the error: AttributeError: module 'tensorflow' has no attribute 'placeholder' I tried to place at main_train.py: import tensorflow.compat.v1 as tf tf.disable_v2_behavior()...
Thank you for your code. The color dcnn model's act_mode should be "BR", however the test code and the pretrained '.pth' file seem to be "R". Am i misunderstanding.
can somebody tell me what change should i make in keras code to accept color images(multichannel images) in test phase of code?
Hi, Thanks for release the code. I have read your code. It's brilliant! but I found a small problem in your pytorch code. when get patches. you data augment have...
