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AliceVision is an open-source photogrammetric computer vision framework designed to reconstruct detailed 3D scenes and camera motion from collections of images or videos. It provides a complete pipeline for structure-from-motion (SfM), multi-view stereo (MVS), and mesh generation, allowing users to convert 2D imagery into accurate 3D models. The framework is built with a strong emphasis on research-grade algorithms while maintaining the robustness required for production environments, making it suitable for industries such as visual effects, cultural heritage preservation, and robotics. AliceVision is modular, enabling developers to use individual components or customize the pipeline for specific workflows, including panorama stitching and camera tracking. It integrates with tools like Meshroom, which offers a graphical interface to simplify complex reconstruction processes for non-technical users.
Features
- Complete pipeline for 3D reconstruction from images and videos
- Implementation of structure-from-motion and multi-view stereo algorithms
- Integration with Meshroom for visual workflow management
- Modular architecture for customizing computer vision pipelines
- Support for camera tracking and panorama stitching
- Designed for both research experimentation and production usage
Project Samples
