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wooseoklee4 / AP-BSN

Official PyTorch implementation of "AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network" in CVPR 2022.
MIT License
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Poor performance #15

Closed yashkhurana24 closed 9 months ago

yashkhurana24 commented 9 months ago

Hello, I'm trying to denoise a 2D image. I add synthetic noise as follows: np.array(np.random.poisson(0.01 * x / 0.1) / 0.01 But the model is unable to denoise the image. Can you give some suggestions? Cu K

wooseoklee4 commented 9 months ago

Hi, Thank you for your interest in our work

This work is mainly designed to handle real-world noise in RGB domain images, not aiming for synthetic noise. I recommend other better self-supervised denoising methods that aim more for synthetic noise.

Best