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I'm trying to use oidn to denoise image frames. but the quality is really bad. It is flickering all the time at the dark areas.
Are there any suggestions for image frames/video denoising? or it's…
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Dear author
Thank you for your work, which has inspired me a lot. I find the overall framework idea very interesting, but there is a small detail that I am not very clear about, which leads to some o…
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Hello Professor,
I noticed in the lecture notes that PSNR (Peak Signal-to-Noise Ratio) is commonly used to measure the performance of denoising techniques. I’m curious about how traditional filter-…
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### Is there an existing issue for this problem?
- [X] I have searched the existing issues
### Operating system
Windows
### GPU vendor
Nvidia (CUDA)
### GPU model
RTX 3060
### GPU VRAM
12GB
…
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Hello,
We noticed that you mentioned in the article that all training utilized L1 Loss. However, in the Burst Denoising section, you referred to the experimental setups of KPN and BPN, where KPN em…
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我在训练的时候发现对于每个sample，用cache和不用cache的output的差距随着denoising的step增加而增加，如下图（denoising的步数为56），不知道这种output loss是不是对的？然后我训出来效果也很不好，没办法像readme.md里面的gif那么完美，不知道能不能提供一下训练的loss来参考一下？
I found during training t…
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### Discussed in https://github.com/huggingface/diffusers/discussions/9273
Originally posted by **justin4ai** August 26, 2024
Hello, I'm quite new to diffusers package and trying to implement …
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Hi there,
since denoising is much computing-intensive and widely used by video composers/editors/encoders, it would be great to have some hw-accellerated algos inside oneVPL itself in order to be exp…
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Hi, thank you for the awesome work! As I read through the codebase, I found that the timestep was not rescaled during training and inference. Specifically, training code [here](https://github.com/jsu2…
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Thank you for your contribution! I have some questions about the code details and look forward to your answers! 1. Is the DDPM encoding mentioned in the article actually the process of adding noise to…