Patents by Inventor Kyohei Kamiyama

Kyohei Kamiyama has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Methods and systems for automatic generation of massive training data sets from 3D models for training deep learning networks
    Patent number: 10489683
    Abstract: Disclosed are systems and methods for generating large data sets for training deep learning networks for 3D measurements extraction from images taken using a mobile device camera. The method includes the steps of receiving at least one 3D model; generating a first type of augmentation data, such as but not limited to skin color, face contour, hair style, virtual clothing, and/or lighting conditions; augmenting the 3D model with the first type of augmentation data; generating at least one image from the augmented 3D model; receiving a second type of augmentation data, such as a plurality of background images representing a variety of backgrounds; augmenting the at least one image with the second type of augmentation data to generate a plurality of augmented images; extracting spatial features from the 3D model; and providing the plurality of augmented images and the spatial features to train a deep learning network for 3D measurement determination.
    Type: Grant
    Filed: July 19, 2019
    Date of Patent: November 26, 2019
    Assignee: Bodygram, Inc.
    Inventors: Chong Jin Koh, Kyohei Kamiyama
  • Systems and methods for full body measurements extraction using multiple deep learning networks for body feature measurements
    Patent number: 10470510
    Abstract: Disclosed are systems and methods for full body measurements extraction using a mobile device camera.
    Type: Grant
    Filed: August 10, 2019
    Date of Patent: November 12, 2019
    Assignee: Bodygram, Inc.
    Inventors: Chong Jin Koh, Kyohei Kamiyama