Comparative analysis of adaptive and general labeling methods for soybean leaf detection

Comparative analysis of adaptive and general labeling methods for soybean leaf detection

Soybeans are important due to their nutritional benefits, economic role, agricultural contributions, and various industrial applications. Effective leaf detection plays a crucial role in analyzing soybean growth within precision agriculture. This study examines the influence of different labeling me...

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Bibliographic Details
Main Authors: Yuseok Jeong, Song Lim Kim, Thanh Tuan Thai, Anh Tuan Le, Chaewon Lee, Hyo Jun Bae, Inchan Choi, Sheikh Mansoor, Yong Suk Chung, Kyung-Hwan Kim
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Plant Science
Subjects:
deep learning
image analysis
object detection
phenotyping
crop management
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1582303/full
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https://www.frontiersin.org/articles/10.3389/fpls.2025.1582303/full

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