[SUGGESTION] More algos, more fun ? (plugins ?)

MarcoRavich commented 1 year ago

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

tuvovan commented 1 year ago

I'm very happy to contribute if needed!

AhmetCanSolak commented 1 year ago

Thank you for the issue @forart

@tuvovan we would love to see you as a contributor, do you have a PyTorch implementation of MIRNet?

MarcoRavich commented 1 year ago

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.

royerlab / aydin

[SUGGESTION] More algos, more fun ? (plugins ?) #293