Shypd.aiThe largest open index of AI toolsMapTR is an AI Agents & Automation tool that provides an end-to-end framework for online vectorized HD map construction. It offers structured modeling and learning for creating high-definition maps, running at real-time inference speed.
Trending
About
MapTR/MapTRv2 is an open-source, end-to-end framework designed for online vectorized HD map construction, crucial for autonomous driving systems. It introduces a unified permutation-equivalent modeling approach to accurately describe map element shapes and stabilize the learning process. The tool features a hierarchical query embedding scheme for flexible encoding of structured map information and performs hierarchical bipartite matching for efficient map element learning. To accelerate convergence, MapTR incorporates auxiliary one-to-many matching and dense supervision. It is capable of handling various map elements with arbitrary shapes, delivering state-of-the-art performance on datasets like nuScenes and Argoverse2, all while maintaining real-time inference speeds.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
