Method and system for training a machine learning model for point of gaze prediction

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United States of America

PATENT NO 12183094
APP PUB NO 20230206656A1
SERIAL NO

17894995

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Abstract

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A method and system for training a machine learning model for point of gaze prediction simultaneously analyzes the image of the scene and the image of the driver's face using the machine learning model to generate a point of gaze of a driver in traffic environments. The machine learning model comprises a camera calibration module that can compute an embedding vector that represents the spatial configuration between the driver and the camera system. The camera calibration module improves the overall model's performance, which is jointly trained end to end.

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Patent Owner(s)

Patent OwnerAddress
VINAI ARTIFICIAL INTELLIGENCE APPLICATION AND RESEARCH JOINT STOCK COMPANYSYMPHONY OFFICE TOWER CHU HUY MAN STREET VINHOMES RIVERSIDE ECOLOGY URBAN AREA PHUC LOI WARD LONG BIEN DISTRICT HA NOI

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bui, Hai Hung Ha Noi, VN 10 3
Nguyen, Minh Hoai Ha Noi, VN 1 0
Nguyen, Viet Thanh Dat Ha Noi, VN 3 0
Pham, Van Cuong Ha Noi, VN 2 0
Tran, Tuan Anh Ha Noi, VN 21 7

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