Development of an RGB-GE Data Generation and XAI-Based On-Site Classification System for Differentiating <i>Zizyphus jujuba</i> and <i>Zizyphus mauritiana</i> in Herbal Medicine Applications

Development of an RGB-GE Data Generation and XAI-Based On-Site Classification System for Differentiating <i>Zizyphus jujuba</i> and <i>Zizyphus mauritiana</i> in Herbal Medicine Applications

Herbal medicines have significant industrial value in East Asia. <i>Zizyphus jujuba</i> Mill. var. spinosa, used in Korea for treating insomnia, is often confused with <i>Zizyphus mauritiana</i> Lam., which has unverified medicinal properties yet is sold at premium prices. Th...

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Bibliographic Details
Main Authors: So Jin Park, Hyein Lee, Yu-Jin Jeon, Da Hyun Woo, Ho-Youn Kim, Jung-Ok Kim, Dae-Hyun Jung
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Agriculture
Subjects:
feature extraction
image processing
deep learning classification
Grad-CAM
herbal medicine
field application technology
Online Access:https://www.mdpi.com/2077-0472/15/10/1022
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