A method of yield monitoring based on neural networks using deep learning

Estimation of crop area is an important task in agriculture and can be used to provide accurate information on many issues such as crop yield estimation, food policy development, adjustment of planting patterns, which is of great importance for national food security. This article discusses yield mo...

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Bibliographic Details

Published in:	E3S Web of Conferences
Main Authors:	Gapon Nikolay, Azhinov Alexander, Zhdanova Marina, Meskhi Besarion, Rudoy Dmitry, Olshevskaya Anastasiya, Odabashyan Mary, Vershinina Anna, Marchenko Sergey
Format:	Article
Language:	English
Published:	EDP Sciences 2023-01-01
Subjects:	semantic segmentation of images u-net object classification yield monitoring
Online Access:	https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/99/e3sconf_afe23_02016.pdf