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The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 12314838 B1

PDFFull Text
Date of Patent:
May. 27, 2025

Filed:

Feb. 02, 2024

Image processing neural networks with separable convolutional layers

Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Francois Chollet, Mountain View, CA (US);

Andrew Gerald Howard, Culver City, CA (US);

Assignee:

Google LLC, Mountain View, CA (US);

Attorney:

Fish & Richardson P.C.

Primary Examiner:

Tadesse Hailu

Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06F 18/2413 (2023.01); G06N 3/045 (2023.01); G06N 3/0464 (2023.01); G06N 3/08 (2023.01); G06V 10/44 (2022.01); G06V 10/82 (2022.01); G06V 40/16 (2022.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 18/2413 (2023.01); G06N 3/0464 (2023.01); G06N 3/08 (2013.01); G06V 10/44 (2022.01); G06V 10/454 (2022.01); G06V 10/82 (2022.01); G06V 40/169 (2022.01);
Abstract

A neural network system is configured to receive an input image and to generate a classification output for the input image. The neural network system includes: a separable convolution subnetwork comprising a plurality of separable convolutional neural network layers arranged in a stack one after the other, in which each separable convolutional neural network layer is configured to: separately apply both a depthwise convolution and a pointwise convolution during processing of an input to the separable convolutional neural network layer to generate a layer output.

Find Patent Forward Citations

Chollet, Francois. (2025). Image processing neural networks with separable convolutional layers (U.S. Patent No. 12314838). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12314838

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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