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Why did I follow the process and get poor results? #64

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latethousandyear opened this issue Jun 27, 2024 · 3 comments
Open

Why did I follow the process and get poor results? #64

latethousandyear opened this issue Jun 27, 2024 · 3 comments

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@latethousandyear
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Hello! I did the experiment according to each step of the readme document, and the experimental environment was configured without problems, but the results I got were very bad, and the PSNR was only about 10, what is the reason?
poor_result
poor_result1

@ingra14m
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ingra14m commented Jul 1, 2024

Hi, thanks for your interset.

The camera pose plays an important role in Deformable-GS. Did you run on your own dataset or the scene mentioned in the README?

@latethousandyear
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Hi, thanks for your interset.

The camera pose plays an important role in Deformable-GS. Did you run on your own dataset or the scene mentioned in the README?

the scene mentioned in the README

@ingra14m
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ingra14m commented Jul 3, 2024

Maybe you used the HyperNeRF dataset? HyperNeRF is a dicey dataset with inaccurate camera pose. The problem with this dataset has been discussed in the paper. Since Deformable-GS can predict accurate and clean motion at a specific time. If the camera pose is not so accurate, it will fail to converge.

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