Invention Grant
- Patent Title: System and method for updating an autonomous vehicle driving model based on the vehicle driving model becoming statistically incorrect
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Application No.: US16796289Application Date: 2020-02-20
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Publication No.: US11573569B2Publication Date: 2023-02-07
- Inventor: Eli Riggs , Catherine Culkin
- Applicant: KACHE.AI
- Applicant Address: US CA San Francisco
- Assignee: KACHE.AI
- Current Assignee: KACHE.AI
- Current Assignee Address: US CA San Francisco
- Agency: Spencer Fane LLP
- Main IPC: G05D1/00
- IPC: G05D1/00 ; G06N20/00 ; G05D1/02 ; G06T7/80 ; H04N13/246 ; G06T7/292 ; G06T7/593

Abstract:
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.
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