Inferring moisture from color

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United States of America Patent

PATENT NO 11715296
SERIAL NO

16943247

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Abstract

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Techniques are described herein for using artificial intelligence to predict crop yields based on observational crop data. A method includes: obtaining a first digital image of at least one plant; segmenting the first digital image of the at least one plant to identify at least one seedpod in the first digital image; for each of the at least one seedpod in the first digital image: determining a color of the seedpod; determining a number of seeds in the seedpod; inferring, using one or more machine learning models, a moisture content of the seedpod based on the color of the seedpod; and estimating, based on the moisture content of the seedpod and the number of seeds in the seedpod, a weight of the seedpod; and predicting a crop yield based on the moisture content and the weight of each of the at least one seedpod.

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Patent Owner(s)

Patent OwnerAddress
DEERE & COONE JOHN DEERE PLACE MOLINE IL 61265

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Yuan, Bodi Sunnyvale, US 13 16
Yuan, Zhiqiang San Jose, US 60 1268
Zheng, Ming Redwood City, US 105 1237

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