Enhancing DeepLabv3+ Convolutional Neural Network Model for Precise Apple Orchard Identification Using GF-6 Remote Sensing Images and PIE-Engine Cloud Platform

Enhancing DeepLabv3+ Convolutional Neural Network Model for Precise Apple Orchard Identification Using GF-6 Remote Sensing Images and PIE-Engine Cloud Platform

Utilizing remote sensing models to monitor apple orchards facilitates the industrialization of agriculture and the sustainable development of rural land resources. This study enhanced the DeepLabv3+ model to achieve superior performance in apple orchard identification by incorporating ResNet, optimi...

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Bibliographic Details
Main Authors: Guining Gao, Zhihan Chen, Yicheng Wei, Xicun Zhu, Xinyang Yu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Remote Sensing
Subjects:
agricultural mapping
apple orchard
deep learning
semantic segmentation
remote sensing identification
Online Access:https://www.mdpi.com/2072-4292/17/11/1923
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https://www.mdpi.com/2072-4292/17/11/1923

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