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Support downsample in dataset

Open nikmo33 opened this issue 3 years ago • 1 comments

As discussed briefly in https://github.com/nerfstudio-project/nerfstudio/pull/957 - it seems like have downsample support in the base InputDataset could be beneficial. While colmap outputs images at multiple-resolutions this may not be the case for many other applications where there are images only stored at a single resolution. This allows us to load in data in the raw format and downsample once loaded to disk

nikmo33 avatar Nov 17 '22 12:11 nikmo33

This looks fine to me. I think we should still suggest that people pre-scale their images. We actually used to have this feature and found that people would upload 10mp images and everything would grind to a halt :)

Fair enough. Agree - it is probably a judgement call on which of the above methods are appropriate. Let me know if you agree that this feature in additional also makes sense

nikmo33 avatar Nov 18 '22 09:11 nikmo33