Apparatus and methods for object detection using machine learning processes

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United States of America Patent

PATENT NO 12073611
APP PUB NO 20230206613A1
SERIAL NO

17561299

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Methods, systems, and apparatuses are provided to automatically detect objects within images. For example, an image capture device may capture an image, and may apply a trained neural network to the image to generate an object value and a class value for each of a plurality of portions of the image. Further, the image capture device may determine, for each of the plurality of image portions, a confidence value based on the object value and the class value corresponding to each image portion. The image capture device may also detect an object within at least one image portion based on the confidence values. Further, the image capture device may output a bounding box corresponding to the at least one image portion. The bounding box defines an area of the image that includes one or more objects.

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Patent Owner(s)

Patent OwnerAddress
QUALCOMM INCORPORATED5775 MOREHOUSE DRIVE SAN DIEGO CA 92121-1714

International Classification(s)

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dane, Gokce San Diego, US 41 724
Mahbub, Upal San Diego, US 15 11

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