Body type classification of content
AssigneePinterest, Inc.
InventorsNadia Fawaz, Anh Tuong Ta, Rohan Mahadev, Bhawna Juneja, Pedro Silva do Nascimento Neto, Sujay Khandagale, Kevin Bannerman Hutchful
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AssigneePinterest, Inc.
InventorsNadia Fawaz, Anh Tuong Ta, Rohan Mahadev, Bhawna Juneja, Pedro Silva do Nascimento Neto, Sujay Khandagale, Kevin Bannerman Hutchful
Estimating the term…
Described are systems and methods to determine body types of individuals represented in content items. The determined body types may be associated with the content items to facilitate indexing, filtering, diversifying, etc. of the content items based on the determined body types. In exemplary implementations, a corpus of content items may be associated with an embedding vector that includes a representation of the content item. The embedding vectors associated with each content item can be provided as inputs to a trained machine learning model, which can process the embedding vectors to determine one or more body types of individuals represented in each content item while eliminating the need for performing image pre-processing prior to determination of the body type(s) presented in the content item.
A computer-implemented method, comprising:
A computing system, comprising:
A computer-implemented method, comprising:
Dependencies are inferred from the claim text.