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AVP Mapping and Localization

This is a visual mapping and localization project construct for autonomous valet parking task based on Baidu Apollo Framework. Contains the following modules.

  • Mapping: running offboard
  1. dumper: convert raw trip data into proto messages
  2. visual odometry: compute relative poses between frames
  3. feature extractor: extract features used in parking task
  4. mapping pipeline: build a consistent map of multi trips
  • Localization: running onboard
  1. graph based localization: multi sensors fusion localization
  2. visual place recognition: visual relocalization

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  • C++ 82.7%
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