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On-demand artificial intelligence and roadway stewardship system

  • US 10,296,794 B2
  • Filed: 03/12/2018
  • Issued: 05/21/2019
  • Est. Priority Date: 12/20/2016
  • Status: Active Grant
First Claim
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1. An artificial intelligence (AI) based system, part of a Roadway Stewardship Network, comprising:

  • a non-transitory storage device having embodied therein one or more routines operable to detect objects in images using Artificial Neural Networks; and

    one or more processors coupled to the non-transitory storage device and operable to execute the one or more routines, wherein the one or more routines include;

    a receiver module, which when executed by the one or more processors, receives at least an object detection signal from one or more vision sensing systems, said object detection signal comprises or is accompanied by said images or series of images or a video associated with said objects;

    a detector module, which when executed by the one or more processors, determines, for said objects, a region of interest (ROI) selected from the received images or a series of images or a video;

    a training module which takes manually classified objects, obtained from the images or a series of images or a video and trains the Neural Network to improve the detector performance;

    a logic module which takes as input detected objects of interest in a series of one or more images or videos and determines various actions or events of interest, wherein the various actions or events of interest are a location, a position, a movement, and a category associated with said objects contained in the one or more images or videos based on comparison with accumulated training data.

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