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powermano avatar powermano commented on July 22, 2024 1

How to reconstuct the image. Could you provide the code?

same as MAE. https://github.com/facebookresearch/mae/blob/main/demo/mae_visualize.ipynb

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Mogul5306 avatar Mogul5306 commented on July 22, 2024

How to reconstuct the image. Could you provide the code?

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Mogul5306 avatar Mogul5306 commented on July 22, 2024

I encountered the same question. Have you solved this problem? The reconstruction images have a lot of noise.
image

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powermano avatar powermano commented on July 22, 2024

I encountered the same question. Have you solved this problem? The reconstruction images have a lot of noise. image

I did not encounter the problem, maybe you can check you visualization codes.

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powermano avatar powermano commented on July 22, 2024

I using another self-supervised learning for CNN, SparK(https://github.com/keyu-tian/SparK), and the reconstruction of unmasked part have lots of noise too.
recon_res

Maybe the reason is due to loss fuction, as the reconstruction loss is only applied to the part of the mask, and the part without the mask is not constrained

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