System for scaling fine-grained object recognition of consumer packaged goods

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 11314992
APP PUB NO 20210081707A1
SERIAL NO

17106091

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A system is provided for identifying consumer packaged goods (CPGs). The system comprises an imaging device mounted on a mobile platform; a CPG detector which is equipped with a neural network and which (a) utilizes the imaging device to obtain an image containing a plurality of CPGs, (b) detects a set of CPG superclass features in the image, and (c) generates a CPG feature map which maps the location of CPG features in the image, wherein said neural network has been trained on a set of images of CPGs to recognize which of a set of superclasses a detected CPG belongs to; a region proposal network which accepts the CPG feature map as input and which returns a first set of regions in the image where a CPG could be located; a superclassifier which examines each region in the first set of regions to determine if the region contains an instance of a superclass of a CPG, and which outputs a second set of regions containing a CPG; and a superclass proposal layer which operates on each member of the second set of regions and returns a set of superclass proposals for each region.

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Patent Owner(s)

  • PENSA SYSTEMS, INC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dutton, James E Spicewood, US 13 151
Iventosch, Joel Austin, US 8 3
Matthews, Sean D Pflugerville, US 5 3

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