Large-scale automated image annotation system

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United States of America Patent

PATENT NO 11823128
APP PUB NO 20230092381A1
SERIAL NO

18072919

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Systems and methods for automating image annotations are provided, such that a large-scale annotated image collection may be efficiently generated for use in machine learning applications. In some aspects, a mobile device may capture image frames, identifying items appearing in the image frames and detect objects in three-dimensional space across those image frames. Cropped images may be created as associated with each item, which may then be correlated to the detected objects. A unique identifier may then be captured that is associated with the detected object, and labels are automatically applied to the cropped images based on data associated with that unique identifier. In some contexts, images of products carried by a retailer may be captured, and item data may be associated with such images based on that retailer's item taxonomy, for later classification of other/future products.

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Patent Owner(s)

  • TARGET BRANDS INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Alderman, Rachel Minneapolis, US 5 5
Cobos, Edgar Minneapolis, US 4 5
Eggert, Nicholas Inver Grove Heights, US 5 5
Hadden, Corey Minneapolis, US 4 5
Nokleby, Matthew Minneapolis, US 4 17
Radachy, Stephen Minneapolis, US 4 5
Siskind, Ryan Minneapolis, US 7 12

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