An open-source library that supports rapid development of software that deals with 3D data. It provides 3D data structures and algorithms.
Open3D
- Python
- Graphiques en 3D, IA et apprentissage automatique, Vision par ordinateur, Robotique, Simulation
- 3D, Interface de programmation d'applications (API), Intelligence artificielle (IA), Computer Aided Design (CAD), Computer Aided Manufacturing (CAM), Conception pour la fabrication additive (DfAM), Digital Twin, Robotique, Sensors
Caractéristiques :
- 3D data structures (point clouds, meshes, RGB-D images), 3D visualization, 3D data processing (filtering, registration, segmentation, reconstruction), Python and C++ APIs, GPU acceleration for some operations, integration with popular 3D sensors.
Prix :
- Gratuit
- Comprehensive set of tools for 3D data processing, excellent visualization capabilities, supports both Python and C++, actively developed with good documentation and tutorials.
- Can be resource-intensive for very large datasets, installation of all dependencies might require attention, some advanced algorithms may have a learning curve.
Idéal pour :
- Researchers and developers working with 3D data for tasks like 3D reconstruction, scene understanding, robotics perception, and 3D visualization.