David L Garber

Title: Innovations by David L. Garber in Traffic Light Detection

Introduction

David L. Garber is an innovative inventor based in Palo Alto, CA. He has made significant contributions to the field of traffic light detection and perception. His work focuses on enhancing the efficiency and accuracy of traffic management systems.

Latest Patents

David L. Garber holds a patent for a "Traffic Light Active Learning Pipeline." This patent outlines systems and methods for developing and updating training datasets for traffic light detection and perception models. The technology utilizes Vehicle-to-Infrastructure (V2I) information to indicate the state of traffic lights. When predictions made by the traffic light perception model are inconsistent with the V2I-based information, the system saves relevant data to update and refine the training datasets. This process allows for the continuous improvement of existing traffic light perception models.

Career Highlights

David L. Garber is currently employed at the Toyota Research Institute, Inc. His role involves working on advanced technologies that aim to improve traffic management systems. His innovative approach has the potential to significantly enhance the safety and efficiency of roadways.

Collaborations

David collaborates with talented individuals such as Kun-Hsin Chen and Peiyan Gong. Their combined expertise contributes to the development of cutting-edge solutions in traffic light detection.

Conclusion

David L. Garber's work in traffic light detection exemplifies the impact of innovation on urban infrastructure. His contributions are paving the way for smarter and safer traffic management systems.