An End-to-End Learning-Based Row-Following System for an Agricultural Robot in Structured Apple Orchards

A row-following system based on end-to-end learning for an agricultural robot in an apple orchard was developed in this study. Instead of dividing the navigation into multiple traditional subtasks, the designed end-to-end learning method maps images from the camera directly to driving commands, whic...

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Bibliographic Details
Main Authors: Peichen Huang, Lixue Zhu, Zhigang Zhang, Chenyu Yang
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2021/6221119