aydin
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royerlab
[SUGGESTION] More algos, more fun ? (plugins ?)
Since aydin is THE defacto more comprehensive denoising suite, it would be great to implement all useful/efficient/functional algorithms available on "the scene" - or, at least, on github - in it (note: could a "plugins-like approach" stimulate respective authors to release them independently?).
Here's some (re)sources we've collected some time ago (some are certainly already implemented in aydin, sorry):
- @joelek's denice
- @xinntao's BasicSR
- @tuvovan's MIRNet
- @JiaxiongQ's Denoise
- @m-tassano's FastDVDnet
- @Michael-Shamouilian's FastTVD
- @MarieRoald's CondatTV
- @pornosaur's Implementation of Stochastic Image Denoising
- @Sohambasu07's Baseline Image Denoiser
- @matlabf's image-denoise
- @yilmazdoga's Deep Residual Autoencoder for Real Image Denoising
- @AomanHao Matlab-Image-Denoise
Hope that inspires and, if you like, more will come.
EDIT: forgot to add some "awesome lists":
- @z-bingo's Awesome Image or Video Denoising Algorithms
- @oneTaken's Awesome-Denoise
Thank you for the issue @forart
@tuvovan we would love to see you as a contributor, do you have a PyTorch implementation of MIRNet?
We're glad to see possible upcoming collaborations.
We will therefore continue here to link denoising projects (and tag their authors) that could be interesting for - possible - mutual improvements.
For example @NVlabs (and @yu4u / @jszk / @hanyoseob)'s Noise2Noise or @mohakpatel's ImageCleaning, but @mysteryx93's xClean or @Setsugennoao's vs-denoise too.
More to come.