Patents by Inventor Carlo Innamorati

Carlo Innamorati 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).

  • Synthetic data generation for training a machine learning model for dynamic object compositing in scenes
    Patent number: 10867444
    Abstract: This application relates generally to augmenting images and videos with dynamic object compositing, and more specifically, to generating synthetic training data to train a machine learning model to automatically augment an image or video with a dynamic object. The synthetic training data may contain multiple data points from thousands of simulated dynamic object movements within a virtual environment. Based on the synthetic training data, the machine learning model may determine the movement of a new dynamic object within new virtual environment.
    Type: Grant
    Filed: November 29, 2018
    Date of Patent: December 15, 2020
    Assignee: Adobe Inc.
    Inventors: Bryan Russell, Daniel Kaufman, Carlo Innamorati, Niloy Mitra
  • SYNTHETIC DATA GENERATION FOR TRAINING A MACHINE LEARNING MODEL FOR DYNAMIC OBJECT COMPOSITING IN SCENES
    Publication number: 20200175759
    Abstract: This application relates generally to augmenting images and videos with dynamic object compositing, and more specifically, to generating synthetic training data to train a machine learning model to automatically augment an image or video with a dynamic object. The synthetic training data may contain multiple data points from thousands of simulated dynamic object movements within a virtual environment. Based on the synthetic training data, the machine learning model may determine the movement of a new dynamic object within new virtual environment.
    Type: Application
    Filed: November 29, 2018
    Publication date: June 4, 2020
    Inventors: Bryan Russell, Daniel Kaufman, Carlo Innamorati, Niloy Mitra