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Better Scale Independence #78

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ArthurBrussee opened this issue Jan 7, 2025 · 0 comments
Open

Better Scale Independence #78

ArthurBrussee opened this issue Jan 7, 2025 · 0 comments
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quality Increase quality/versatility of splatting

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@ArthurBrussee
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Currently, scaling the scene still has an effect on training dynamics. Some learning rates / settings are adjusted for scaling already, but this is far from perfect.

One option would be to normalize all the scene scales internally while training, or keep adjusting all settings to be scale independent.

Being extent independent is a bit harder but at least scaling up the scene by some scalar shouldn't affect training.

@ArthurBrussee ArthurBrussee added enhancement This relates to a new feature in Brush quality Increase quality/versatility of splatting and removed enhancement This relates to a new feature in Brush labels Jan 7, 2025
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Labels
quality Increase quality/versatility of splatting
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