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CyberAgentAILab/SuperNormal

dockerfile

In case anybody has issue with dependencies. I created a dockerfile for your convenience. FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu18.04 ENV DEBIAN_FRONTEND noninteractive # Install basic dependencies ...

• iernstig
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• Opened 
  16 days ago
·
• #12

CyberAgentAILab/SuperNormal

orthogonal projections and estimated normals

Thanks for opening source such great work! I found that the code uses a same way as idr to handle perspective projection. What modifications need to be made to adapt to orthogonal projection? In addition, ...

• l1346792580123
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• 2
·
• Opened 
  on Dec 11, 2024
·
• #11

CyberAgentAILab/SuperNormal

Training error on Custom dataset

Hi, I m using XHumans Dataset which provide mesh. I rendered normal with camera poses and got error as following while training the model. Any insight would be helpful. true_normal torch.Size([2048, 3, ...

• gwang-kim
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• 6
·
• Opened 
  on Sep 6, 2024
·
• #10

CyberAgentAILab/SuperNormal

annotation typo

https://github.com/CyberAgentAILab/SuperNormal/blob/9dce99ce0eff24d63da022c7e8ebc95766168d44/models/dataset_loader.py#L35 Hi, Thanks for your great work and code! I find a annotation typo here. It seems ...

• Binyr
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• Opened 
  on Aug 20, 2024
·
• #9

CyberAgentAILab/SuperNormal

i think there's a bug in loading the checkpoint

the code is not loading the checkpoint correctly. since its only loading the state_dict, attributes like the the bandwidth are not correctly loaded.

• therealron
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• Opened 
  on Jul 12, 2024
·
• #8

CyberAgentAILab/SuperNormal

How to do it on custom data?

Hi, Could you provide some information about reconstruct on custom data? And how to get normal maps? Thanks very much.

• YiChenCityU
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• 3
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• Opened 
  on May 11, 2024
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• #7

CyberAgentAILab/SuperNormal

High memory consumption

Hi, Thank you for the work and the code! When I tried to run the DiLiGenT-MV benchmark objects, it seems that the final saving requires very large memory: img width= 986 alt= 129deddcfea7e2e8140b56f12d5c1c2 ...

• MickShen7558
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• 1
·
• Opened 
  on Apr 26, 2024
·
• #6

CyberAgentAILab/SuperNormal

How is scal_mat calculated?

Hi, great work! In the data, how is the scale_mat calculated? It is used to bring the points in the unit sphere to world coordinates so that we can project them into the camera using the world_mat, right? ...

• therealron
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• 3
·
• Opened 
  on Apr 18, 2024
·
• #5

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