Company Filing History:
Years Active: 2022
Title: Tony Han - Innovator in Autonomous Driving Technology
Introduction
Tony Han is a prominent inventor based in Sunnyvale, California. He has made significant contributions to the field of autonomous driving technology. His innovative work focuses on enhancing the efficiency of convolutional neural networks (CNNs) used in autonomous vehicles.
Latest Patents
Tony Han holds a patent for an "Offline combination of convolutional/deconvolutional and batch-norm layers of convolutional neural network models for autonomous driving vehicles." This patent describes a system designed to accelerate batch-normalized CNN models. The system extracts multiple groups of layers from a CNN model, calculates scale and shift vectors, and generates an accelerated CNN model. This model is crucial for classifying objects perceived by autonomous driving vehicles.
Career Highlights
Tony is currently employed at Baidu USA LLC, where he continues to develop cutting-edge technologies in the field of artificial intelligence and autonomous driving. His work is instrumental in advancing the capabilities of autonomous vehicles.
Collaborations
Tony collaborates with talented individuals such as Zhenhua Yu and Xiao Bo, contributing to a dynamic team focused on innovation in technology.
Conclusion
Tony Han is a key figure in the development of technologies that enhance the functionality of autonomous vehicles. His contributions through patents and collaborative efforts are paving the way for advancements in this exciting field.