X-ray driven peanut trait estimation: computer vision aided agri-system transformation

X-ray driven peanut trait estimation: computer vision aided agri-system transformation

Abstract Background In India, raw peanuts are obtained by aggregators from smallholder farms in the form of whole pods and the price is based on a manual estimation of basic peanut pod and kernel characteristics. These methods of raw produce evaluation are slow and can result in procurement irregula...

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Bibliographic Details
Main Authors: Martha Domhoefer, Debarati Chakraborty, Eva Hufnagel, Joelle Claußen, Norbert Wörlein, Marijn Voorhaar, Krithika Anbazhagan, Sunita Choudhary, Janila Pasupuleti, Rekha Baddam, Jana Kholova, Stefan Gerth
Format: Article
Language:English
Published: BMC 2022-06-01
Series:Plant Methods
Subjects:
Peanut production
Technology-driven system transformation
X-ray
Convolutional neural network (CNN)
Kernel weight
Shelling percentage
Online Access:https://doi.org/10.1186/s13007-022-00909-8

Internet

https://doi.org/10.1186/s13007-022-00909-8

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