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Journal of Intelligent Agriculture and Food Systems
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Vol 2, Issue 2 (2023)

Edge-Optimized YOLOv8n Framework for Real-Time Orah Fruit Detection in Complex Orchard Environments
Gabriel Costa, Lucas Ribeiro, Ricardo Alves & Mariana Lopes
Original Research | Open access | 15 September 2023 | Article: 70
An Enhanced Picking Point Localization Framework for Vineyard Robots under Occlusion and Peduncle Misidentification
Luca Ferraro, Matteo Ricci, Giulia Moretti & Paolo Greco
Original Research | Open access | 15 September 2023 | Article: 71
Hyperspectral Imaging for Rapid Assessment and Visualization of Physiological Responses in Cotton Leaves under Verticillium Wilt Stress
Pieter Botha, Anel Van Wyk & Johan Marais
Original Research | Open access | 15 September 2023 | Article: 72
Generative Adversarial Inpainting of Soil-Cultivated Root Images for Accurate Root Phenotype Quantification
Santiago Morales, Laura Rojas, Camila Vega & Diego Molina
Original Research | Open access | 15 September 2023 | Article: 73
Unified Deep Multi-Task Genomic Prediction across Phenotypes, Environments, and Populations Using Variational Auto-Encoders
Nora Schneider, Tobias Frank, Andreas Müller & Christoph Meier
Original Research | Open access | 15 September 2023 | Article: 74
Particle Distribution Characteristics of Variable Rate Centrifugal Fertilizer Spreaders under Overlapping Application Scenarios
Daniel Kim, Jihoon Park, Min-seo Kang & Hyun-woo Jung
Original Research | Open access | 15 September 2023 | Article: 75
Deep Learning-Based Online Cabbage Recognition under Light Occlusion in Open-Field Environments
Mateo Alvarez, Sofia Herrera, Diego Cruz & Andres Castro
Original Research | Open access | 15 September 2023 | Article: 76
Deep Learning-Based Detection and Recognition of Oriented Horse Freeze Brands for Precision Livestock Identification
Sara Ben Youssef, Amal Trabelsi, Karim Boudiaf & Nabil Jebali
Original Research | Open access | 15 September 2023 | Article: 77
RGB-D Sensor-Based Estimation of TYLCV Resistance Levels in Tomatoes under Greenhouse Production Conditions
Noah Williams, Grace Collins, Ethan Brooks & Daniel Green
Original Research | Open access | 15 September 2023 | Article: 78
Meta-Learning and Utility-Based Regression for Accurate Actual Evapotranspiration Estimation: Insights from Ameriflux and Euroflux Sites
Elena Petrova, Ivan Georgiev, Nikolay Stoyanov & Petar Kolev
Original Research | Open access | 15 September 2023 | Article: 79
A Novel Ensemble Framework for Rapid and Accurate Plant Leaf Disease Diagnosis Using DenseNetMini
Lina Hassan, Omar Khalaf, Reem Jaber & Rania Mostafa
Original Research | Open access | 15 September 2023 | Article: 80
NAS-Enabled Wide-Deep Learning for Woody Breast Classification and Hardness Prediction in Chicken
Saif Al-Hinai, Amal Al-Balushi, Mohammed Al-Maskari & Sultan Al-Mahruqi
Original Research | Open access | 15 September 2023 | Article: 81
Machine Learning-Based Detection of Multidimensional Cattle Behavior Using Sensor Data
Charlotte Dupuis, Hugo Perrin, Elise Morel & Thomas Martin
Original Research | Open access | 15 September 2023 | Article: 82
A Multistage Deep Learning Framework for Field-Based Estimation of Flea Beetle Damage in Oilseed Rape
Olivia Bennett, Harry Collins, Jack Foster & Ethan Wright
Original Research | Open access | 15 September 2023 | Article: 83
Advancing Precision Agriculture: UAV and Deep Learning for Accurate Watermelon Yield Estimation
Ethan Wright, Chloe Bennett, Jack Turner & Olivia Harris
Original Research | Open access | 15 September 2023 | Article: 84
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