Devices and methods using machine learning for surveillance and granting of privileges

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United States of America Patent

PATENT NO 11348007
APP PUB NO 20200265311A1
SERIAL NO

16865396

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Abstract

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A method and system where a first subsystem makes observations and performs surveillance using sensors in a mode that conserves a resource such as power, data transmission band width or processing cycles. This is accomplished by reducing illumination, pixel count, sampling rate or other functions that result in a limited granularity or data collection rate. A machine model is applied to the limited data and, when it evaluates to a suitable result or a prediction of an interesting condition, another subsystem or the same subsystem in a different mode collects data at a finer granularity with a higher data collection size or rate and evaluates that data to determine the nature of the first evaluation. The machine model may be trained in stages on a large scale server and on a small field processor. Data from the sensor may be used for training to improve the second step.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Harvey, Thomas Danaher Rockville, US 53 559

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