Farm-LightSeek: An Edge-centric Multimodal Agricultural IoT Data Analytics Framework with Lightweight LLMs

Dawen Jiang, Zhishu Shen, Qiushi Zheng, Tiehua Zhang, Wei Xiang, Jiong Jin  |  2025

Keywords: Computer Vision, Machine Learning

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

Deep Learning Meets Process-Based Models: A Hybrid Approach to Agricultural Challenges

Yue Shi, Liangxiu Han, Xin Zhang, Tam Sobeih, Thomas Gaiser, Nguyen Huu Thuy, Dominik Behrend, Amit Kumar Srivastava, Krishnagopal Halder, Frank Ewert  |  2025

Keywords: Machine Learning

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

Decoding and Engineering the Phytobiome Communication for Smart Agriculture

Fatih Gulec, Hamdan Awan, Nigel Wallbridge, Andrew W. Eckford  |  2025

Keywords: Signal Processing, Artificial Intelligence, Computer Science - ET, Computer Science - NI, q-bio.MN

OpenAg: Democratizing Agricultural Intelligence

Srikanth Thudumu, Jason Fisher  |  2025

Keywords: Artificial Intelligence

Internet of Things-Based Smart Precision Farming in Soilless Agriculture: Opportunities and Challenges for Global Food Security

Monica Dutta, Deepali Gupta, Sumegh Tharewal, Deepam Goyal, Jasminder Kaur Sandhu, Manjit Kaur, Ahmad Ali Alzubi, Jazem Mutared Alanazi  |  2025

Keywords: Signal Processing, Machine Learning

AGRO: An Autonomous AI Rover for Precision Agriculture

Simar Ghumman, Fabio Di Troia, William Andreopoulos, Mark Stamp, Sanjit Rai  |  2025

Keywords: Machine Learning

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

Sustainable and Precision Agriculture with the Internet of Everything (IoE)

Adil Z. Babar, Ozgur B. Akan  |  2024

Keywords: Signal Processing