CROP BOUNDARY DETECTION IN IMAGES

Patent №

US 10,885,331

Granted

2021-01-05

Filed 2018

Owner

X DEVELOPMENT LLC

AI components

3

ml · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16218374

In embodiments, obtaining a plurality of image sets associated with a geographical region and a time period, wherein each image set of the plurality of image sets comprises multi-spectral and time series images that depict a respective particular portion of the geographical region during the time period, and predicting presence of a crop at particular locations within the particular portion of the geographical region associated with an image set of the plurality of image sets. Determining crop boundary locations within the particular portion of the geographical region based on the predicted presence of the crop at the particular locations, and generating a crop indicative image comprising at least one image of the multi-spectral and time series images of the image set overlaid with indication of crop areas, wherein the crop areas are defined by the determined crop boundary locations.

Machine learningVisionPlanningG06V 20/188A01B 79/005G06N 3/045G06N 3/0464G06N 3/08G06N 3/09G06Q 50/02G06T 7/11+10 more

AI classification

Vision1.00
Planning0.99
Machine learning0.81
Evolutionary computation0.46
Knowledge representation0.45
AI hardware0.00
Natural language0.00
Speech0.00

Ownership

X DEVELOPMENT LLC

assignment · 477590998

Assignors

GUO, CHENG-EN, YANG, JIE, GRANT, ELLIOTT

On an employer assignment, the assignors are typically the inventors.

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