Company Filing History:
Years Active: 2023-2025
Title: Innovations by Gerry Chen in Machine Learning and Autonomous Vehicles
Introduction
Gerry Chen is an accomplished inventor based in Atlanta, GA, known for his contributions to machine learning and autonomous vehicle technology. With a total of 2 patents, he has made significant strides in enhancing the capabilities of object detection systems and training data generation for machine learning models.
Latest Patents
Gerry Chen's latest patents include a method for assisted labeling of training data for machine learning models. This innovative approach involves determining an estimate of the state of an object detected at a first time step, based on pointwise measurements at multiple further time steps. The method generates a proposed annotation associated with the object and allows for user input to create user-approved annotations, ultimately generating training data for machine learning models used in autonomous vehicles.
Another notable patent is a tool for offline perception component evaluation. This computer-implemented method processes pointwise data to evaluate the state of an object detected by an object detection system. It compares runtime estimates with benchmark estimates to measure deviations and updates the runtime model based on these evaluations.
Career Highlights
Gerry Chen is currently employed at Zoox, Inc., where he applies his expertise in machine learning and autonomous systems. His work focuses on developing advanced technologies that enhance the performance and reliability of autonomous vehicles.
Collaborations
Gerry collaborates with talented professionals in his field, including Michael Carsten Bosse and Subhasis Das. These collaborations foster innovation and drive advancements in the technologies they work on.
Conclusion
Gerry Chen's contributions to machine learning and autonomous vehicle technology through his patents demonstrate his commitment to innovation. His work continues to influence the development of smarter and more efficient systems in the automotive industry.