Data-Centric AI for Tropical Agricultural Mapping: Challenges, Strategies and Scalable Solutions

Mateus Pinto da Silva, Sabrina P. L. P. Correa, Hugo N. Oliveira, Ian M. Nunes, Jefersson A. dos Santos  |  2025

Keywords: Computer Vision

Real-time Framework for Interoperable Semantic-driven Internet-of-Things in Smart Agriculture

Mohamed El-Dosuky  |  2025

Keywords: Artificial Intelligence

Developing and Integrating Trust Modeling into Multi-Objective Reinforcement Learning for Intelligent Agricultural Management

Zhaoan Wang, Wonseok Jang, Bowen Ruan, Jun Wang, Shaoping Xiao  |  2025

Keywords: Artificial Intelligence

AgroLLM: Connecting Farmers and Agricultural Practices through Large Language Models for Enhanced Knowledge Transfer and Practical Application

Dinesh Jackson Samuel, Inna Skarga-Bandurova, David Sikolia, Muhammad Awais  |  2025

Keywords: Computation and Language, Artificial Intelligence, Machine Learning

OpenAg: Democratizing Agricultural Intelligence

Srikanth Thudumu, Jason Fisher  |  2025

Keywords: Artificial Intelligence

Hardware-Aware YOLO Compression for Low-Power Edge AI on STM32U5 for Weeds Detection in Digital Agriculture

Charalampos S. Kouzinopoulos, Yuri Manna  |  2025

Keywords: Computer Vision, Artificial Intelligence

AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock

Umair Nawaz, Muhammad Zaigham Zaheer, Ufaq Khan, Fahad Shahbaz Khan, Hisham Cholakkal, Salman Khan, Rao Muhammad Anwer  |  2025

Keywords: Computer Vision

Cross-Species Transfer Learning in Agricultural AI: Evaluating ZebraPose Adaptation for Dairy Cattle Pose Estimation

Mackenzie Tapp, Sibi Chakravarthy Parivendan, Kashfia Sailunaz, Suresh Neethirajan  |  2025

Keywords: Computer Vision, Artificial Intelligence

Hybrid Knowledge Transfer through Attention and Logit Distillation for On-Device Vision Systems in Agricultural IoT

Stanley Mugisha, Rashid Kisitu, Florence Tushabe  |  2025

Keywords: Computer Vision, Artificial Intelligence, Machine Learning

Generative diffusion models for agricultural AI: plant image generation, indoor-to-outdoor translation, and expert preference alignment

Da Tan, Michael Beck, Christopher P. Bidinosti, Robert H. Gulden, Christopher J. Henry  |  2025

Keywords: Computer Vision