Neural network for identifying apple fruits on the crown of a tree

To identify the fruits on the crowns of trees and count their number, a software and hardware complex (PAC) based on a technical vision system and a recurrent neural network of deep learning has been developed. The created neural network and class allocation algorithms allow the software and hardwar...

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Bibliographic Details
Main Authors: Smirnov Igor, Kutyrev Alexey, Kiktev Nikolay
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/46/e3sconf_wfces2021_01021.pdf