Patents by Inventor Gael Gurvan Colas

Gael Gurvan Colas 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 APPARATUS FOR AUTOMATICALLY LABELING DATA PROCESSING EVENTS IN AUTONOMOUS DRIVING VEHICLES VIA MACHINE LEARNING
    Publication number: 20230350664
    Abstract: In some embodiments, a method comprises receiving, at a processor of an autonomous vehicle and from at least one sensor, sensor data distributed within a time window. A first event being a first event type occurring at a first time in the time window is identified by the processor using a software model based on the sensor data. At least one first attribute associated with the first event is extracted by the processor. A second event being the first event type occurring at a second time in the time window is identified by the processor based on the at least one first attribute. In response to determining that the second event is not yet recognized as being the first event type, a first label for the second event is generated by the processor.
    Type: Application
    Filed: June 19, 2023
    Publication date: November 2, 2023
    Inventors: Gael Gurvan COLAS, Mayank GUPTA, Anurag GANGULI, Timothy P. DALY, JR.
  • Methods and apparatus for automatically labeling data processing events in autonomous driving vehicles via machine learning
    Patent number: 11720343
    Abstract: In some embodiments, a method comprises receiving, at a processor of an autonomous vehicle and from at least one sensor, sensor data distributed within a time window. A first event being a first event type occurring at a first time in the time window is identified by the processor using a software model based on the sensor data. At least one first attribute associated with the first event is extracted by the processor. A second event being the first event type occurring at a second time in the time window is identified by the processor based on the at least one first attribute. In response to determining that the second event is not yet recognized as being the first event type, a first label for the second event is generated by the processor.
    Type: Grant
    Filed: November 4, 2022
    Date of Patent: August 8, 2023
    Assignee: PlusAI, Inc.
    Inventors: Gael Gurvan Colas, Mayank Gupta, Anurag Ganguli, Timothy P. Daly, Jr.
  • METHODS AND APPARATUS FOR AUTOMATICALLY LABELING DATA PROCESSING EVENTS IN AUTONOMOUS DRIVING VEHICLES VIA MACHINE LEARNING
    Publication number: 20230221944
    Abstract: In some embodiments, a method comprises receiving, at a processor of an autonomous vehicle and from at least one sensor, sensor data distributed within a time window. A first event being a first event type occurring at a first time in the time window is identified by the processor using a software model based on the sensor data. At least one first attribute associated with the first event is extracted by the processor. A second event being the first event type occurring at a second time in the time window is identified by the processor based on the at least one first attribute. In response to determining that the second event is not yet recognized as being the first event type, a first label for the second event is generated by the processor.
    Type: Application
    Filed: November 4, 2022
    Publication date: July 13, 2023
    Inventors: Gael Gurvan COLAS, Mayank GUPTA, Anurag GANGULI, Timothy P. DALY, JR.
  • Methods and apparatus for automatically labeling data processing events in autonomous driving vehicles via machine learning
    Patent number: 11520576
    Abstract: In some embodiments, a method comprises receiving, at a processor of an autonomous vehicle and from at least one sensor, sensor data distributed within a time window. A first event being a first event type occurring at a first time in the time window is identified by the processor using a software model based on the sensor data. At least one first attribute associated with the first event is extracted by the processor. A second event being the first event type occurring at a second time in the time window is identified by the processor based on the at least one first attribute. In response to determining that the second event is not yet recognized as being the first event type, a first label for the second event is generated by the processor.
    Type: Grant
    Filed: January 7, 2022
    Date of Patent: December 6, 2022
    Assignee: PlusAI, Inc.
    Inventors: Gael Gurvan Colas, Mayank Gupta, Anurag Ganguli, Timothy P. Daly, Jr.