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AiuniAI / Unique3D

[NeurIPS 2024] Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image
https://wukailu.github.io/Unique3D/
MIT License
3.11k stars 246 forks source link

Mesh structure problem, discontinuity #3

Open MacCCLAn opened 6 months ago

MacCCLAn commented 6 months ago

This is really a wonderful work, And test found that the normal map prediction of some parts will be chaotic. there are obvious defects in the mesh space, and suddenly a part will grow out or other. 20240602111531 Is there any progress in the optimization of this part?

wukailu commented 6 months ago

Yes, we have observed this as well. The main source of this problem is caused by the use of only normal supervision. We are considering how to address this issue.

ChengMacsaewe commented 6 months ago

Yes, we have observed this as well. The main source of this problem is caused by the use of only normal supervision. We are considering how to address this issue.

OK，Great! Thanks for your attention, Looking forward to the next version of the model！！

When open the finetune training code?

MrForExample commented 5 months ago

Yes, we have observed this as well. The main source of this problem is caused by the use of only normal supervision. We are considering how to address this issue.

Maybe add some sort of depth supervision?

bc129697 commented 5 months ago

This is really a wonderful work, And test found that the normal map prediction of some parts will be chaotic. there are obvious defects in the mesh space, and suddenly a part will grow out or other. 20240602111531 Is there any progress in the optimization of this part?

How do you run this demo? use this "python app/gradio_local.py --port 7860" ?