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Description
Summary
Add "focus" centering method from nerfstudio to sdfstudio-data dataparser for better handling of object-centric datasets.
Motivation
Upstream PRs:
- added center-method focus to sdfstudio-data autonomousvision/sdfstudio#196
- add support for "vertical" orientation and "focus" centering methods autonomousvision/sdfstudio#90
Current "poses" centering can be suboptimal for single-object datasets where cameras all look at one target. "Focus" centering computes the scene center by finding where camera rays intersect, producing better results for object-centric capture.
Usage
sdf-train neus sdfstudio-data --data ./mydata --center-method focusImplementation Notes
- Add to
sdfstudio/data/dataparsers/sdfstudio_dataparser.py - Import centering logic from
sdfstudio/cameras/camera_utils.py - Default remains "poses" (broad compatibility)
- "focus" should only be used for object-centric datasets
Status
Not yet integrated from upstream. Note: upstream PRs also include torch._six fix which we already have.
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enhancementNew feature or requestNew feature or request