Patents by Inventor Chaim Rand

Chaim Rand 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).

  • Techniques for training systems for autonomous vehicle navigation
    Patent number: 12536789
    Abstract: Techniques are disclosed for the implementation of machine learning model training utilities to generate models for advanced driving assistance system (ADAS), driving assistance, and/or automated vehicle (AV) systems. The techniques described herein may be implemented in conjunction with the utilization of open source and cloud-based machine learning training utilities to generate machine learning trained models. One example of such an open source solution includes TensorFlow, which is a free and open-source software library for dataflow and differentiable programming across a range of tasks. TensorFlow may be used in conjunction with many different types of machine learning utilities, such as Amazon's cloud-based SageMaker utility for instance, which is a fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale.
    Type: Grant
    Filed: October 16, 2020
    Date of Patent: January 27, 2026
    Assignee: Mobileye Vision Technologies Ltd.
    Inventor: Chaim Rand
  • Techniques for Training Systems for Autonomous Vehicle Navigation
    Publication number: 20220253748
    Abstract: Techniques are disclosed for the implementation of machine learning model training utilities to generate models for advanced driving assistance system (ADAS), driving assistance, and/or automated vehicle (AV) systems. The techniques described herein may be implemented in conjunction with the utilization of open source and cloud-based machine learning training utilities to generate machine learning trained models. One example of such an open source solution includes TensorFlow, which is a free and open-source software library for dataflow and differentiable programming across a range of tasks. TensorFlow may be used in conjunction with many different types of machine learning utilities, such as Amazon's cloud-based SageMaker utility for instance, which is a fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale.
    Type: Application
    Filed: October 16, 2020
    Publication date: August 11, 2022
    Inventor: Chaim Rand
  • TECHNIQUES FOR GENERATING MACHINE LEARNING TRAINED MODELS
    Publication number: 20220044149
    Abstract: Techniques are disclosed for the implementation of machine learning model training utilities to generate models for advanced driving assistance system (ADAS), driving assistance, and/or automated vehicle (AV) systems. The techniques described herein may be implemented in conjunction with the utilization of open source and cloud-based machine learning training utilities to generate machine learning trained models. One example of such an open source solution includes TensorFlow, which is a free and open-source software library for dataflow and differentiable programming across a range of tasks. TensorFlow may be used in conjunction with many different types of machine learning utilities.
    Type: Application
    Filed: August 2, 2021
    Publication date: February 10, 2022
    Inventors: Chaim Rand, Aaron Siegel, Amit Weizner