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4 articles related to "Deep Learning In Agriculture"

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Articles

Original Research

Published on 25 Feb 2026

ZamYOLO-maize: a YOLOv8n-based deep learning framework for automated detection and classification of maize leaf diseases in field conditions in Zambia

in AI in Food, Agriculture and Water

Prudence Kalunga
Douglas Kunda
Aaron Zimba

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1764283

288 views

Methods

Published on 20 Jan 2025

SerpensGate-YOLOv8: an enhanced YOLOv8 model for accurate plant disease detection

in Technical Advances in Plant Science

Yongzheng Miao
Wei Meng
Xiaoyu Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1514832

11,822 views
36 citations

Perspective

Published on 22 Sep 2023

Embracing limited and imperfect training datasets: opportunities and challenges in plant disease recognition using deep learning

in Sustainable and Intelligent Phytoprotection

Mingle Xu
Hyongsuk Kim
Jucheng Yang
Alvaro Fuentes
Yao Meng
Sook Yoon
Taehyun Kim
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2023.1225409

6,778 views
41 citations

Original Research

Published on 26 Sep 2019

DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks

in Technical Advances in Plant Science

Pouria Sadeghi-Tehran
Nicolas Virlet
Eva M. Ampe
Piet Reyns
Malcolm J. Hawkesford

Frontiers in Plant Science

doi 10.3389/fpls.2019.01176

13,919 views
147 citations