Invention Grant
- Patent Title: On-device image recognition
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Application No.: US16101594Application Date: 2018-08-13
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Publication No.: US10769428B2Publication Date: 2020-09-08
- Inventor: Abhanshu Sharma , Fedir Zubach , Thomas Binder , Lukas Mach , Sammy El Ghazzal , Matthew Sharifi
- Applicant: Google LLC
- Applicant Address: US CA Mountain View
- Assignee: Google LLC
- Current Assignee: Google LLC
- Current Assignee Address: US CA Mountain View
- Agency: Doirty & Manning, PA
- Main IPC: G06F16/387
- IPC: G06F16/387 ; G06F16/587 ; G06K9/00 ; G06N3/02 ; G06N3/08 ; G06N20/00 ; G06K9/62 ; G06N5/00

Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training a second model to approximate the output of a first model to classify, according to a classification scheme, image data received as input, and after the second model is trained accessing map data that specifies a plurality of geographic locations, and for each geographic location associated with an entity for each image of the one or more images that depict the entity located at the geographic location, providing the image to the second model to generate an embedding for the image, associating each of the one or more embeddings generated by the second model with the geographic location, and storing, in a database, location data specifying the geographic location, the associated one or more embeddings, and data specifying the entity, as an associated entity entry for the entity.
Public/Granted literature
- US20200050846A1 ON-DEVICE IMAGE RECOGNITION Public/Granted day:2020-02-13
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