AgriChat: A Multimodal Large Language Model for Agriculture Image Understanding

Abderrahmene Boudiaf, Irfan Hussain, Sajid Javed  |  2026

Keywords: Computer Vision, Artificial Intelligence

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

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

Self-Consistency in Vision-Language Models for Precision Agriculture: Multi-Response Consensus for Crop Disease Management

Mihir Gupta, Abhay Mangla, Ross Greer, Pratik Desai  |  2025

Keywords: Computer Vision

AgMMU: A Comprehensive Agricultural Multimodal Understanding Benchmark

Aruna Gauba, Irene Pi, Yunze Man, Ziqi Pang, Vikram S. Adve, Yu-Xiong Wang  |  2025

Keywords: Computer Vision

AgroBench: Vision-Language Model Benchmark in Agriculture

Risa Shinoda, Nakamasa Inoue, Hirokatsu Kataoka, Masaki Onishi, Yoshitaka Ushiku  |  2025

Keywords: Computer Vision

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

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

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

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