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:
Jun. 02, 2026

Filed:

Jun. 12, 2023
Applicant:

Lemon Inc., Grand Cayman, KY;

Inventors:

Tiancheng Zhi, Los Angleles, CA (US);

Shen Sang, Los Angeles, CA (US);

Jing Liu, Los Angeles, CA (US);

Linjie Luo, Los Angeles, CA (US);

Assignee:

LEMON INC., Gran Cayman, KY;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 3/4046 (2024.01); G06F 3/0482 (2013.01); G06Q 10/40 (2026.01); G06T 11/00 (2006.01); G06T 5/50 (2006.01); G06T 5/60 (2024.01); G06T 9/00 (2006.01);
U.S. Cl.
CPC ...
G06T 3/4046 (2013.01); G06F 3/0482 (2013.01); G06Q 10/40 (2026.01); G06T 11/00 (2013.01); G06T 5/50 (2013.01); G06T 5/60 (2024.01); G06T 9/002 (2013.01); G06T 2200/24 (2013.01); G06T 2207/20024 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20132 (2013.01); G06T 2207/30201 (2013.01);
Abstract

A method for training an image processor having a neural network model is described. A first training set of images having a first image resolution is generated. A second training set of images having a second image resolution is generated. The second image resolution is larger than the first image resolution. The neural network model of the image processor is trained using the first training set of images during a first training session. The neural network model of the image processor is trained using the second training set of images during a second training session after the first training session.


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