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SYSTEM FOR TRAINING NETWORKS FOR SEMANTIC SEGMENTATION

  • US 20170109625A1
  • Filed: 10/14/2015
  • Published: 04/20/2017
  • Est. Priority Date: 10/14/2015
  • Status: Active Grant
First Claim
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1. A device comprising:

  • a processor; and

    a computer-readable medium in communication with the processor, the computer-readable medium including one or more modules comprising;

    a training supervisor module configured to initiate and control a neural network training process, the training supervisor module configured to receive a training image;

    a mask generator module configured to;

    generate candidate segment masks based on the training image received by the training supervisor module; and

    rank the candidate segment masks to generate ranked candidate segment masks;

    a mask selector module configured to select a set of the ranked candidate segment masks to generate a set of ranked candidate segment masks; and

    a neural network updater module configured to;

    select one of the set of ranked candidate segment masks to train the neural network; and

    train the neural network.

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