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phizaz / diffae

Official implementation of Diffusion Autoencoders
https://diff-ae.github.io/
MIT License
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reconstruct blur/noise image #23

Open orydatadudes opened 2 years ago

orydatadudes commented 2 years ago

thank you for your work can i use the auto encoder to remove noise/blur from images? in the paper i can see the following example

Screenshot from 2022-08-16 16-17-36 so can i do something similar? insert image with noise and get reconstructed non noised image ? thank you

phizaz commented 2 years ago

DiffAE has a part that does denoising, of course, like any other diffusion model, but it's not designed specifically to do this.

Turning a noisy image into a clean image is better addressed by a more task-specific model. This line of work is under a computational photography branch. Deblurring an image is also relatable to image superresolution. You'll find a bunch of works under this term as well.