SYSTEM AND METHOD FOR DETECTING A CONDITION PROMPTING AN UPDATE TO AN AUTONOMOUS VEHICLE DRIVING MODEL

Systems and methods for implementing one or more autonomous features for autonomous and semi-autonomous control of one or more vehicles are provided. More specifically, image data may be obtained from an image acquisition device and processed utilizing one or more machine learning models to identify...

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Bibliographische Detailangaben
Hauptverfasser: Levandowski, Anthony, Culkin, Catherine, Riggs, Eli
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Systems and methods for implementing one or more autonomous features for autonomous and semi-autonomous control of one or more vehicles are provided. More specifically, image data may be obtained from an image acquisition device and processed utilizing one or more machine learning models to identify, track, and extract one or more features of the image utilized in decision making processes for providing steering angle and/or acceleration/deceleration input to one or more vehicle controllers. In some instances, techniques may be employed such that the autonomous and semi-autonomous control of a vehicle may change between vehicle follow and lane follow modes. In some instances, at least a portion of the machine learning model may be updated based on one or more conditions.