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Method and device for generating safe clothing patterns for rider of bike

  • US 10,657,584 B1
  • Filed: 01/10/2020
  • Issued: 05/19/2020
  • Est. Priority Date: 01/31/2019
  • Status: Active Grant
First Claim
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1. A method for generating one or more safe clothing patterns to be used for a human-like figure, comprising steps of:

  • (a) if at least one image of the human-like figure is acquired, a safe clothing-pattern generating device performing a process of generating at least one specific clothing pattern having an initial value, and a process of inputting the specific clothing pattern and the image of the human-like figure into a clothing composition network, to thereby allow the clothing composition network to combine the specific clothing pattern with a clothing of the human-like figure on the image of the human-like figure, and thus to generate at least one composite image corresponding to the image of the human-like figure;

    (b) the safe clothing-pattern generating device performing a process of inputting the composite image into an image translation network, to thereby allow the image translation network to generate at least one translated image by translating a surrounding environment on the composite image, and a process of inputting the translated image into an object detector, to thereby allow the object detector to output detection information on the human-like figure representing the human-like figure detected in the translated image; and

    (c) the safe clothing-pattern generating device performing a process of instructing a 1-st loss layer to calculate one or more losses by referring to the detection information on the human-like figure and at least one GT corresponding to the image of the human-like figure, and a process of updating the initial value of the specific clothing pattern by using the losses such that the losses are minimized.

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