Try stand-alone denoising strategies with simulated stars

aziz-ayed / denoising

Research to replace the Wavelet approach in the denoising task of the MCCD method by a Machine Learning solution

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Try stand-alone denoising strategies with simulated stars #2

Open tobias-liaudat opened 3 years ago

tobias-liaudat commented 3 years ago

This issue is to track the advancement of the stand-alone denoising tests. First we need to solve #1 .

For the moment we will try:

[x] U-Nets
[x] Learnlets

aziz-ayed commented 3 years ago

I uploaded an implementation of the U-Net on the develop branch, I'll do the implementation of the learnlets so that we have two base models and then I'll work on the optimization of the parameters @tobias-liaudat