wbhu/DnCNN-tensorflow
:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
PythonGPL-3.0
Issues
- 2
Performance issue in /model.py (by P3)
#58 opened by DLPerf - 6
Memory Explode
#50 opened by navy63 - 1
- 0
How to use this model for my data?
#56 opened by manvirvirk - 3
- 1
- 1
Reproduce the model in checkpoint_demo
#33 opened by JoeXinfa - 1
Same picture for denoised and noisy
#53 opened by youngyuzheng - 1
This program will not run at all, the Python version is too old, and there are no test data. In short, it is terrible.
#54 opened by longerlyl - 2
- 0
where is the test set?
#52 opened by johsnows - 2
error xrange
#40 opened by hujiayu712 - 1
- 1
hi, i want to know how do you get your denoisy images in training and testing, can you tell me? thank you very much.
#39 opened by chensongkui - 0
Handling the variable image sizes
#47 opened by eastchun - 0
About patch disunderstand
#48 opened by Ant-dong - 1
DnCNN last layer
#45 opened by eastchun - 0
Different patches for noisy and clean pairs
#46 opened by eastchun - 0
- 4
weight initialization
#34 opened by evagian - 12
结果的异常现象
#23 opened by baizhengbiao - 0
The PSNR result
#36 opened by anlijuncn - 1
- 0
Loss function formula
#42 opened by Pichairen - 13
Blind gaussian denoising
#28 opened by Shakarim94 - 1
Can this model handle rgb images
#35 opened by youyingyin - 3
Without the BN layer can performance well
#29 opened by chaoyueziji - 0
Denoised Pictures
#38 opened by MichelleYang2017 - 0
How can I training the model without other ckpt file or by docker, just on my computer?
#37 opened by wenzhenmiao - 1
Denoise the same picture with different nets
#26 opened by sdlpkxd - 1
no image in log event file
#31 opened by coldgemini - 2
- 3
For color images
#24 opened by aditipanda - 1
different results with mtconvnet
#27 opened by xue127128 - 1
the initialization of weights ?
#3 opened by lizhengwei1992 - 0
Train and test on Color images
#20 opened by sreejakrishnan92 - 2
Training became slower and slower
#19 opened by shawleez - 1
- 7
Doubt about Loss.png
#17 opened by aditipanda - 1
The training time
#18 opened by wwhappylife - 3
reuse = true error
#10 opened by aditipanda - 4
--use_gpu=False failed
#13 opened by sdlpkxd - 7
Issue about the Loss
#9 opened by quangnguyenbn99 - 3
can you share a trained model?
#15 opened by sooyeonshin - 1
--use_gpu=Fasle
#12 opened by sdlpkxd - 4
ValueError: could not broadcast input array from shape (9,10,1) into shape (10,10,1)
#8 opened by Tian14267 - 1
I get "MemoryError"
#7 opened by Tian14267 - 1
- 1
Bugs found in the source codes
#6 opened by husqin - 5
ImportError: No module named guidedfilter
#5 opened by lornezhao