An open-source library that supports rapid development of software that deals with 3D data. It provides 3D data structures and algorithms.
Open3D
- Python
- 3D-Grafiken, KI und maschinelles Lernen, Computer Vision, Robotik, Simulation
- 3D, Anwendungsprogrammierschnittstelle (API), Künstliche Intelligenz (KI), Computerunterstützter Entwurf (CAD), Computergestützte Fertigung (CAM), Design für additive Fertigung (DfAM), Digitaler Zwilling, Robotik, Sensoren
Merkmale:
- 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.
Preisgestaltung:
- Kostenlos
- 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.
Am besten geeignet für:
- Researchers and developers working with 3D data for tasks like 3D reconstruction, scene understanding, robotics perception, and 3D visualization.