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2025	Systematic review on machine learning and computer vision in precision agriculture: Applications, trends, and emerging techniques Engineering Applications of Artificial Intelligence Y.N. Kuan, K.M. Goh, L.L. Lim
2025	An Application of Deep Learning Models for the Detection of Cocoa Pods at Different Ripening Stages: An Approach with Faster R-CNN and Mask R-CNN Computation Juan Felipe Restrepo-Arias, María José Montoya-Castaño, María Fernanda Moreno-De La Espriella, John W. Branch-Bedoya
2024	YOLOv8-licorice: a lightweight salt-resistance detection method for licorice based on seed germination state Frontiers in Plant Science Mo Sha, Xiuqing Fu, Ruxiao Bai, Zhibo Zhong, Haoyu Jiang, Fei Li, Siyu Yang
2024	Instance Segmentation of Lentinus edodes Images Based on YOLOv5seg-BotNet Agronomy Xingmei Xu, Xiangyu Su, Lei Zhou, Helong Yu, Jian Zhang
2024	AC-YOLO: citrus detection in the natural environment of orchards Journal of Agricultural Engineering Xu Xiao, Yaonan Wang, Yiming Jiang, Haotian Wu, Zhe Zhang, Rujing Wang