Welcome to Lab4D’s documentation!¶
Lab4D is a framework for 4D reconstruction from monocular videos.
Features¶
Representation
neural implicit representation
deformation fields (neural fields, control-points, skeleton)
compositional scene
category-level models
Interface for priors
pixelwise priors: depth, flow, DINOv2 features
segmentation: track-anything, video instance segmentation
camera viewpoint: viewpoint network, manual annotation
Efficiency
multi-gpu training
dual-quaternion ops
Note
This is an alpha release and the APIs are subject to change as we continuously improve and refine it. We encourage users to provide feedback and report bugs via github issues. Thank you for your support.