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pySLAM: An Open-Source, Modular, and Extensible Framework for SLAM

2025-02-17 · Luigi Freda

pySLAM is an open-source Python framework for Visual SLAM, supporting monocular, stereo, and RGB-D cameras. It provides a flexible interface for integrating both classical and modern local features, making it adaptable to various SLAM tasks. The framework includes different loop closure methods, a volumetric reconstruction pipeline, and support for depth prediction models. Additionally, it offers a suite of tools for visual odometry and SLAM applications. Designed for both beginners and experienced researchers, pySLAM encourages community contributions, fostering collaborative development in the field of Visual SLAM.

📄 PDF Abstract BibTeX arXiv:2502.11955

Code (1)

luigifreda/pyslam 공식 구현 pytorch

Tasks

Depth EstimationDepth PredictionVisual Odometry

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