Shypd.aiThe largest open index of AI toolsdeep-learning-localization-mapping is a Research & Education tool that collects deep learning-based localization and mapping approaches. It offers a comprehensive survey and models for visual and inertial positioning.
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This repository, deep-learning-localization-mapping, serves as a comprehensive collection of deep learning-based localization and mapping approaches. It includes models for various tasks such as odometry estimation (visual, visual-inertial, inertial, LIDAR), geometric and semantic mapping, and global localization. The repository also features survey papers on deep learning for visual localization and mapping, and deep learning for inertial positioning, providing a valuable resource for understanding the state-of-the-art in spatial machine intelligence. Researchers and engineers in robotics, computer vision, and related fields will find this collection useful for exploring and implementing advanced localization and mapping techniques.
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