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.:
Date of Patent:
Feb. 02, 2021
Filed:
May. 01, 2019
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Srikar Appalaraju, Seattle, WA (US);
R. Manmatha, San Francisco, CA (US);
Yash Patel, Palo Alto, CA (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06T 9/00 (2006.01); G06N 20/10 (2019.01); G06N 3/08 (2006.01); G06T 3/40 (2006.01);
U.S. Cl.
CPC ...
G06T 9/002 (2013.01); G06N 3/084 (2013.01); G06N 20/10 (2019.01); G06T 3/40 (2013.01);
Abstract
Techniques for learned lossy image compression are described. A system may perform image compression using an image compression model that includes an encoder to compress an image and a decoder to reconstruct the image. The encoder and the decoder are trained using machine learning techniques. After training, the encoder can encode image data to generate compressed image data and the decoder can decode compressed image data to generate reconstructed image data.