Pointcept / Pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

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Grid Size and Voxel Size

Osama26-byte opened this issue · comments

Hi, thanks for this great work. I was working on some pre processing techniques plus my cuda gets OOM when I use grid size of 0.05 for Waymo dataset. But in another work I used voxel generator with Voxel size of [0.1, 0.1, 0.15]. I want to know if Voxel size in another implementation and Grid Sampling in you implementation, voxel size and grid size are same thing? and can I use 0.1 for grid sampling?

Hi, it is the same thing, and you can set it to 0.1. The Waymo dataset contains more points compared with another outdoor dataset.

Thanks.