Patents by Inventor Keith Hardaway

Keith Hardaway 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).

  • SELF-SUPERVISED AUTOMATED PIPELINE FOR LARGE SCALE ROBOTIC INDUCTION
    Publication number: 20250068974
    Abstract: A computer-implemented system for fully automating the training, auto-tuning, and deployment of machine learning models at customer sites, especially models for robotic grasping tasks. The system automatically: (1) detects/predicts performance degradation of one or more machine learning models; (2) triggers a new model training/fine-tuning job in response to such detection/prediction; and (3) deploys the new model upon training completion, without stopping or pausing the production line.
    Type: Application
    Filed: August 7, 2024
    Publication date: February 27, 2025
    Applicant: Osaro
    Inventors: William Davidson Richards, Khashayar Rohanimanesh, Kitt L. Miller, Keith Hardaway, Ben Goodrich, Volodymyr Ladnik