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📣New tutorial on how to use #Aydin — our easy-to-use and performant image #denoiser. We use one of our favorite test images: 'New York'. We go through different algorithms included in #Aydin and show how to use them, and how to set their parameters:
royerlab.github.io/aydin/use_case…
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royerlab.github.io/aydin/use_case…
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The question is how well can we denoise this image in the absence of any prior knowledge, ground-truth, or any other training images? Below is a crop with and without noise. Notice that the original image has lost of details: regular grids for windows, roof textures, etc...
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We go through several algorithms, some only accessible through the new 'advanced mode'. If you like to tune parameters, be careful for what you wish for... We have a LOT of parameters in advanced mode...
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