USING RADAR DATA FOR AUTOMATIC GENERATION OF MACHINE LEARNING TRAINING DATA AND LOCALIZATION

    公开(公告)号:US20250004104A1

    公开(公告)日:2025-01-02

    申请号:US18217469

    申请日:2023-06-30

    Abstract: A method comprises identifying a set of radar data captured by at least one autonomous vehicle when the at least one autonomous vehicle was positioned in a lane of a roadway, and respective ground truth localization data of the at least one autonomous vehicle; filtering one or more objects identified via the set of radar data in accordance with an attribute of the one or more objects; generating a map layer to be included within a high definition map; identifying second set of radar data captured by a second autonomous vehicle when the at least one autonomous vehicle was positioned in the lane of the roadway, and respective ground truth localization data of the at least one autonomous vehicle; and localizing the second autonomous vehicle by executing a matching protocol to match an object within the second set of radar data with an object within the map layer.

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