Yan Zhai

Title: Innovations of Yan Zhai in Machine Learning

Introduction

Yan Zhai is an accomplished inventor based in Santa Clara, CA (US). He has made significant contributions to the field of machine learning, particularly in determining associations between objects and persons. With a total of 4 patents to his name, Zhai's work is at the forefront of technological advancements.

Latest Patents

One of Yan Zhai's latest patents focuses on determining associations between objects and persons using machine learning models. In various examples, sensor data, including masked sensor data, may be utilized as input to a machine learning model to ascertain a confidence level for object-to-person associations. The masked sensor data can direct the machine learning model to specific regions of an image that correspond to persons, objects, or a combination of both. Additionally, coordinates related to persons and objects, along with area ratios between different regions of the image, can enhance the model's ability to concentrate on crucial areas for determining these associations.

Career Highlights

Throughout his career, Yan Zhai has worked with notable companies such as Nvidia Corporation and Semiconductor Components Industries, LLC. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking projects in the tech industry.

Collaborations

Yan Zhai has collaborated with talented individuals, including Parthasarathy Sriram and Fnu Ratnesh Kumar. These collaborations have fostered innovation and creativity in his work.

Conclusion

In summary, Yan Zhai is a prominent inventor whose work in machine learning has led to significant advancements in understanding object-to-person associations. His contributions continue to influence the field and inspire future innovations.