microsoft / microsoft/MoGe

Request for ROE Solver Implementation

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Description

Thank you for your excellent work on MoGe! I'm currently fine-tuning the model using my own data, and while the training code is progressing well, I find that aligning the predicted pointmap with the ground truth during training is an important step.

I have been trying to achieve this alignment based on Equation 4 and Algorithm 1 in your paper. However, my implementation of the ROE solver has not yielded satisfactory results. Would it be possible for you to share the implementation of the ROE solver mentioned in the paper? It would be incredibly helpful for my experiments.

Thank you for your time and contributions!

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading Equation 4 and Algorithm 1 in the MoGe paper, then inspect the repository's training code where predicted pointmaps are aligned with ground truth. Done means providing or implementing the requested ROE solver so the training alignment can be reproduced for custom data.

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Assessment

Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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