SmartPod: An Automated Framework for High-Precision Soybean Pod Counting in Field Phenotyping

Accurate soybean pod counting remains a significant challenge in field-based phenotyping due to complex factors such as occlusion, dense distributions, and background interference. We present SmartPod, an advanced deep learning framework that addresses these challenges through three key innovations:...

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Bibliographic Details
Main Authors: Fei Liu, Shudong Wang, Shanchen Pang, Zhongzhi Han, Longgang Zhao
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/15/4/791
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