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Official Implementation of "Denoising Diffusion Semantic Segmentation with Mask Prior Modeling"

Home Page: https://arxiv.org/abs/2306.01721

Python 99.78% Shell 0.22%
diffusion-models mask-prior-modeling semantic-segmentation

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ddps's Issues

condition h

Thanks for your excellent work! In Algorithm 1, the input of the denoiser network contains mask, h, and time. But in code, the input of the unet network only contains mask and time. Could you please tell me which one is the right version? Thanks a lot!

difference between mmseg and mmseg_custom directory

Hi, thanks for the great work!
I have a quick question, could you tell me the difference between the mmseg and mmseg_custom directory in this repo?
If I want to use my own dataset, in which directory should I choose?
Thanks again!

Geometric Constraint Prior

Hi @Zeqiang-Lai,

I find your work very interesting, but struggle to infer from the paper which priors you exactly used to include the different geometric constraints. Could you please give some more detail/references about that?

Thanks in advance!

debug_q_pred not found

Hi, I am trying to do the inference but seems the debug_q_pred module is missing. Could u provide them please, or assist me in how to get them?
Thanks!

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