Identification of Maize Seed Varieties Using MobileNetV2 with Improved Attention Mechanism CBAM

Identification of Maize Seed Varieties Using MobileNetV2 with Improved Attention Mechanism CBAM

Seeds are the most fundamental and significant production tool in agriculture. They play a critical role in boosting the output and revenue of agriculture. To achieve rapid identification and protection of maize seeds, 3938 images of 11 different types of maize seeds were collected for the experimen...

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Bibliographic Details
Main Authors: Rui Ma, Jia Wang, Wei Zhao, Hongjie Guo, Dongnan Dai, Yuliang Yun, Li Li, Fengqi Hao, Jinqiang Bai, Dexin Ma
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Agriculture
Subjects:
MobileNetV2
CBAM
image classification
maize seeds
Online Access:https://www.mdpi.com/2077-0472/13/1/11

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