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US Patent 9311568 Recipe text and image extraction

Patent 9311568 was granted and assigned to yummly on April, 2016 by the United States Patent and Trademark Office.

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Patent
Patent
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Patent attributes

Patent Applicant
yummly
yummly
0
Current Assignee
yummly
yummly
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
93115680
Patent Inventor Names
David B. Feller0
Gregory Allen Druck, Jr.0
Vadim Geshel0
Date of Patent
April 12, 2016
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Patent Application Number
142840760
Date Filed
May 21, 2014
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Patent Citations Received
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US Patent 11887719 Food knowledge graph for a health tracking system
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US Patent 11663926 System and method for food categorization
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US Patent 11869263 Automated classification and interpretation of life science documents
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Patent Primary Examiner
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Kim Vu
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Patent abstract

Embodiments process a recipe from structured data to extract recipe text and select an image representative of the recipe. Recipes in structured data are retrieved and sequenced into segments to facilitate further processing. A recipe parser generates features corresponding to the segments. These generated features are inputs to a recipe model to classify the segments into components. This recipe model is trained according to classified training recipes. The trained model may then determine classifications for segments of the recipe. The classified recipe text is used to select the representative image for the recipe. To select this image, candidate images for a recipe are retrieved and filtered to remove unacceptable images. Features corresponding to these candidate images are generated and used as inputs to an image model to select the representative image. This image model is trained using representative training images of training recipes.

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