DnCNN-tensorflow
DnCNN-tensorflow copied to clipboard
:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
I run main.py name Error :name 'Xrange' is not defined
Traceback (most recent call last): File "main.py", line 83, in tf.app.run() File "/home/xiaolan2/folder/project/temp/hone/xiaolan2/folder/project/anaconda3/envs/yourenvname/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 40, in run _run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef) File "/home/xiaolan2/folder/project/temp/hone/xiaolan2/folder/project/anaconda3/envs/yourenvname/lib/python3.6/site-packages/absl/app.py", line 300, in run _run_main(main, args) File "/home/xiaolan2/folder/project/temp/hone/xiaolan2/folder/project/anaconda3/envs/yourenvname/lib/python3.6/site-packages/absl/app.py",...
The patch is 64*64 in code, why? Is it data augmentation?
DnCNN last layer: ` with tf.variable_scope('block17'): ---> ('block20')`
In your code, noisy image and the corresponding clean image are intermingled in the filenames list as a separate entry. Meanwhile, get_patches() generates random patches for each entry in the...
Hello :) Could you please help me with something?... It is not clear to me in which part of your code you initialize the weights of the CNN.
Hello! Thank you for this amazing code! I want to ask about the DnCNN-B model. How one would implement it using this code? In the paper they say that the...
Thanks for this implementation. Can this model handle rgb images.