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Increasing error after running bundle adjustment demo #4

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lishiyu005 opened this issue May 16, 2024 · 4 comments
Open

Increasing error after running bundle adjustment demo #4

lishiyu005 opened this issue May 16, 2024 · 4 comments

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@lishiyu005
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Dear author,

I try to run the script suo_slam/tree/main/thirdparty/g2opy/python/examples/object_slam_demo.py. However, I find the pose error even increase after bundle adjustment. Is there something wrong?

Thank you very much.

Best regards

@nmerrill67
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Hello,

I Don't think I dove too deeply into that script and only used it for debugging the object pose factors. We found however that the BA helps when running the actual system. Sorry I cannot provide any further reasoning.

@lishiyu005
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I also read the paper, but do not find the evaluation of multiple view. Only in table 1, but the results of multiple-view object poses are not better than GDRnet. Did I get it wrong?

@nmerrill67
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nmerrill67 commented May 16, 2024

We evaluated multiview on each dataset. We are competitive GDRNet when is trains a different net for each object, but we beat it when using a single net for all objects like we do which is shown in table 1.

@nmerrill67
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Also note that we did not use the pbr data that GDRNet used, which could further boost the performance.

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