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Point Cloud Registration Python Packages

Python packages with the GitHub topic point-cloud-registration. Sorted by monthly downloads, with stars and forks.
pglira
simpleicp

Implementations of a rather simple version of the Iterative Closest Point algorithm in various languages.

5K 353 65
neka-nat
probreg

Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)

4K 994 152
Archerkattri
splatreg

Register Gaussian splats: align & merge two 3DGS scans into one SE(3)/Sim(3) frame — classical, learned, or zero-shot (BUFFER-X) seeds + splat-native refine. pip install splatreg.

746 24 0
jewettaij
superpose3d

register 3D point clouds using rotation, translation, and scale transformations.

715 44 7
schlegelp
rcpd

Coherent point drift alignment (rigid, deform) in Rust, with Python bindings

444 0 0
schlegelp
fricp

Fast and Robust ICP — 3-D point cloud registration in Rust, with Python bindings

195 0 0
neka-nat
sdrsac

Python package of SDRSAC(Global point cloud regitsration, CVPR2019 Oral)

50 16 3
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