Cloudminds Robotics Co., Ltd.

Qiang Li

William Xiao-Qing Huang

Charles Robert Jankowski, Jr

Xiaoli Fern

Silvio Savarese

Zhe Zhang

A data annotation apparatus for machine learning is provided, which includes a stimulus generation portion, a biometrics reading portion, and a data integration portion. The stimulus generation portion is configured to generate, and present to an agent, at least one stimulus based on a first data from a first machine learning dataset. The biometrics reading portion is configured to measure at least one response of the agent to the at least one stimulus, and to generate biometrics data based on the at least one response. The data integration portion is configured to integrate the biometrics data, data of the at least one stimulus, and data of the first machine learning dataset to thereby obtain a second machine learning dataset. The data annotation apparatus can result in an improved data labeling and an enhanced machine learning.

Growing community of inventors

Santa Clara, CA, United States of America

Qiang Li