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Adding scene alignment & normalization across datasets#10

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gauravpradeep wants to merge 41 commits intoGradientSpaces:mainfrom
gauravpradeep:normalization
Closed

Adding scene alignment & normalization across datasets#10
gauravpradeep wants to merge 41 commits intoGradientSpaces:mainfrom
gauravpradeep:normalization

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@gauravpradeep gauravpradeep commented Apr 22, 2025

This PR adds axis alignment and zero-centering for all scene pointclouds across datasets, similar to how Sceneverse preprocesses scene pointclouds, since we use their language referrals. As reported by Sceneverse, these preprocessing steps help counter changes in data collection settings, such as sensors used, across datasets. We can now evaluate the effect this preprocessing has on our results across all datasets.

@sayands sayands added the enhancement New feature or request label May 27, 2025
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