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.

Date of Patent:
May. 17, 2022

Filed:

Sep. 27, 2019
Applicant:

Deepmind Technologies Limited, London, GB;

Inventors:

Daniel Pieter Wierstra, London, GB;

Karol Gregor, London, GB;

Frederic Olivier Besse, London, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 19/30 (2014.01); G06N 3/04 (2006.01); G06T 9/00 (2006.01); H04N 19/44 (2014.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
H04N 19/30 (2014.11); G06N 3/0454 (2013.01); G06N 3/0472 (2013.01); G06N 3/08 (2013.01); G06T 9/002 (2013.01); H04N 19/44 (2014.11);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for compressing images using neural networks. One of the methods includes receiving an image; processing the image using an encoder neural network, wherein the encoder neural network is configured to receive the image and to process the image to generate an output defining values of a first number of latent variables that each represent a feature of the image; generating a compressed representation of the image using the output defining the values of the first number of latent variables; and providing the compressed representation of the image for use in generating a reconstruction of the image.


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