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Artificial intelligence based vehicle dashboard analysis

  • US 10,152,641 B2
  • Filed: 01/20/2017
  • Issued: 12/11/2018
  • Est. Priority Date: 01/20/2017
  • Status: Active Grant
First Claim
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1. A system comprising:

  • a portable computing device comprising one or more image capture devices, wherein the portable computing device is configured to;

    generate one or more machine learning models that are configured to obtain a reading associated with at least one component of a vehicle dashboard of a vehicle from an image of the vehicle dashboard;

    capture, using the one or more image capture devices, the image of the vehicle dashboard;

    determine an approximate location of the at least one component of the vehicle dashboard in the captured image;

    segment the captured image to obtain an image of the at least one component of the vehicle dashboard based on the approximate location of the at least one component in the captured image;

    responsively, process, using the one or more machine learning models, the image of the at least one component to obtain the reading associated with the at least one component, the reading representative of data associated with the vehicle;

    verify an accuracy of the reading associated with the at least one component that is obtained using the one or more machine learning models; and

    responsive to a positive verification result, input the reading associated with the at least one component in a respective data field of an electronic form,wherein responsive to a negative verification result, the portable computing device is configured to record the captured image as an exception and provide the captured image as feedback to the one or more machine learning models.

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