Determining Strawberries’ Varying Maturity Levels by Utilizing Image Segmentation Methods of Improved DeepLabV3+

Determining Strawberries’ Varying Maturity Levels by Utilizing Image Segmentation Methods of Improved DeepLabV3+

Aiming to determine the inaccurate image segmentation of strawberries with varying maturity levels due to fruit adhesion and stacking, this study proposed a strawberry image segmentation method based on the improved DeepLabV3+ model. The technique introduced the attention mechanism into the backbone...

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Bibliographic Details
Main Authors: Changqing Cai, Jianwen Tan, Peisen Zhang, Yuxin Ye, Jian Zhang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Agronomy
Subjects:
improved DeepLabV3+
attention mechanism
image segmentation
strawberry
Online Access:https://www.mdpi.com/2073-4395/12/8/1875

Internet

https://www.mdpi.com/2073-4395/12/8/1875

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