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:
Apr. 14, 2025
Filed:
Aug. 25, 2021
Applicant:
Earthdaily Analytics Usa, Inc., Maple Grove, MN (US);
Inventor:
Manuel Weber, San Francisco, CA (US);
Assignee:
EarthDaily Analytics USA, Inc., Maple Grove, MN (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2022.12); G06N 3/045 (2022.12); G06N 3/088 (2022.12); G06T 7/00 (2016.12); G06V 20/13 (2021.12);
U.S. Cl.
CPC ...
G06F 18/214 (2022.12); G06N 3/045 (2022.12); G06N 3/088 (2012.12); G06T 7/97 (2016.12); G06V 20/13 (2021.12); G06T 2207/10032 (2012.12);
Abstract
Synthesizing training data for training a change detection model includes receiving a patched image comprising a background image with a patch pasted into the background image. It further includes synthesizing a harmonized patched image at least in part by harmonizing the patched image using a machine learning model trained on the background image. It further includes providing as output a synthetic training sample usable to train a change detection model. The synthetic training sample includes a reference image, at least a portion of the harmonized patched image, and a corresponding mask.