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Journal of Intelligent Agriculture and Food Systems
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Vol 3, Issue 1 (2024)

High-Precision Watermelon Detection and Counting in Fields Using UAV Imagery and YOLOv8 with Panorama Stitching
Yifan Zhao, Liang Chen, Ahmad Fauzi & Nor Hayati
Original Research | Open access | 15 March 2024 | Article: 85
A Modified Mask R-CNN Framework for Accurate Live Pig Weight Prediction Using Image Features
Erik Van der Meer, Lieke Jansen, Bram de Vries & Sophie Claes
Original Research | Open access | 15 March 2024 | Article: 86
Comparative Analysis of Machine Learning Algorithms for Hazelnut Detection Using Sentinel-1 and Sentinel-2 Data
Andrei Popescu, Mihai Ionescu, Elena Stan & Cristina Radu
Original Research | Open access | 15 March 2024 | Article: 87
Enhancing YOLOv8-Based Smoke and Wildfire Detection through Systematic Hyperparameter Optimization
Zsolt Kovács, Katalin Szabo, Gabor Nagy & Eszter Toth
Original Research | Open access | 15 March 2024 | Article: 88
A CNN-Based Approach for Automated Lotus Species Identification in Smart Learning Environments
Daniel Fischer, Laura Meier, Stefan Koch & Thomas Braun
Original Research | Open access | 15 March 2024 | Article: 89
Edge-Optimized Deep Learning for Real-Time Litchi Detection in Complex Orchard Environments
Nguyen Thanh Huy, Pham Quang Minh, Le Thi Bich & Tran Van Nam
Original Research | Open access | 15 March 2024 | Article: 90
Enhancing Weed Seedling Classification through Data Variability and Flexible Deep Learning Strategies
Fatima El Idrissi, Samira Bennani, Youssef Benali & Ahmed Ben Ali
Original Research | Open access | 15 March 2024 | Article: 91
Real-Time Monitoring of Tractor–Implement Performance Using a Raspberry Pi-Based IoT Framework
Laura Keller, Thomas Lehmann, Simon Brunner, Christoph Meier & David Thompson
Original Research | Open access | 15 March 2024 | Article: 92
Computer Vision and Machine Learning-Based Morphological Characterization of Adansonia digitata Fruits from Single-View Images
David Thompson, Sarah Mitchell, Rachel Adams, James Brown & Michael Lee
Original Research | Open access | 15 March 2024 | Article: 93
An AWS-Enabled IoT Architecture for Real-Time Livestock Health Monitoring and Predictive Analytics
George Wilson, Chloe Bennett, Ethan Wright & Jack Turner
Original Research | Open access | 15 March 2024 | Article: 94
Algorithmic Farming and the Politics of Optimization: A Critical Review of Artificial Intelligence in Climate-Smart Agriculture
Ethan Marshall, Noor Al-Harbi & Kevin Brooks
Review | Open access | 15 March 2024 | Article: 1
Digital Twins in Intelligent Farming Systems: A Scoping Review of Applications, Architectures, and Translation Barriers
Arjun Nair, Kavita Rao, Sameer Patel & Rohan Bhat
Review | Open access | 15 March 2024 | Article: 3
From Precision to Prudence: A Conceptual Framework for Responsible AI Decision-Making in Climate-Sensitive Farming
Lucia Romano, Marco Bellini & Paolo Greco
Original Research | Open access | 15 March 2024 | Article: 4
Algorithmic Agronomy and the Reconfiguration of Farmer Judgment: A Theory of Human–AI Decision Dependence in Smart Farming
Daniel Kim & Jihoon Park
Original Research | Open access | 15 March 2024 | Article: 5
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