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Part-level pose estimation and texture-less mesh performance? #396

@1270645409

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@1270645409

Hi, I have two quick questions about FoundationPose:

  • Part-level pose: Can it work when the CAD model is only a part (e.g., microwave handle), while the input RGB-D shows the full object? I can provide a mask and initial pose for the part. Since training uses full objects, does it still generalize? Any tricks needed?
  • Texture-less meshes: How robust is it on low-texture or texture-less CAD models? Does it rely heavily on RGB appearance, or can geometry/depth cues compensate?

Thanks!

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