andyzeng/3dmatch-toolbox
3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.
This tool helps researchers and engineers precisely align different 3D scans or models, even when the data is noisy or incomplete. You input various 3D data types like point clouds or depth maps, and it outputs an accurate alignment of these 3D structures. It's ideal for anyone working with 3D scanning, robotics, or computer vision to match and integrate 3D geometric information.
894 stars. No commits in the last 6 months.
Use this if you need to robustly match and align partial 3D scan data from real-world scenes, or integrate different 3D models for tasks like object recognition or scene reconstruction.
Not ideal if you primarily work with 2D image data or require a tool that runs without CUDA and NVIDIA GPU dependencies.
Stars
894
Forks
188
Language
C++
License
BSD-2-Clause
Category
Last pushed
Oct 14, 2025
Commits (30d)
0
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