Thomas D Peters

Title: Thomas D Peters: Innovator in Activity Classification

Introduction

Thomas D Peters is a notable inventor based in Montreal, Canada. He has made significant contributions to the field of activity classification, particularly through his innovative use of 2D skeleton data. With a total of 4 patents to his name, Peters has developed systems that enhance the understanding of human activities.

Latest Patents

One of Peters' latest patents is a method and system for activity classification. This disclosure is directed to an activity classifier system that classifies human activities using 2D skeleton data. The system includes a skeleton preprocessor that transforms the 2D skeleton data into transformed skeleton data, which comprises scaled, relative joint positions and relative joint velocities. Additionally, it features a gesture classifier that utilizes a first recurrent neural network to identify the most probable of a plurality of gestures. Furthermore, there is an action classifier that employs a second recurrent neural network to identify the most probable of a plurality of actions based on the information received from the gesture classifier.

Career Highlights

Throughout his career, Thomas D Peters has worked with prominent companies such as Hinge Health, Inc. and Wrnch Inc. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking advancements in activity classification technology.

Collaborations

Peters has collaborated with talented individuals in his field, including Colin J Brown and Andrey Tolstikhin. These partnerships have fostered innovation and have been instrumental in the development of his patented technologies.

Conclusion

Thomas D Peters is a distinguished inventor whose work in activity classification has paved the way for advancements in understanding human movements. His innovative patents and collaborations highlight his commitment to enhancing technology in this field.