AgriPestDatabase-v1.0: A Structured Insect Dataset for Training Agricultural Large Language Model

Yagizhan Bilal Durak, Ahsan Ul Islam, Shahidul Islam, Ashley Morgan-Olvera, Iftekhar Ibne Basith, Syed Hasib Akhter Faruqui  |  2026

Keywords: Artificial Intelligence

IOGRUCloud: A Scalable AI-Driven IoT Platform for Climate Control in Controlled Environment Agriculture

Andrii Vakhnovskyi  |  2026

Keywords: Systems and Control

Affordable Precision Agriculture: A Deployment-Oriented Review of Low-Cost, Low-Power Edge AI and TinyML for Resource-Constrained Farming Systems

Riya Samanta, Bidyut Saha  |  2026

Keywords: Precision agriculture, Edge AI, TinyML, Resource-constrained systems, Energy-efficient inference, Low-cost smart farming

AgriGPT-Omni: A Unified Speech-Vision-Text Framework for Multilingual Agricultural Intelligence

Bo Yang, Lanfei Feng, Yunkui Chen, Yu Zhang, Jianyu Zhang, Xiao Xu, Nueraili Aierken, Shijian Li  |  2025

Keywords: Computation and Language

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

Wireless sensor networks data synchronization using node MCU memory for precision agriculture applications

Kashif Sattar, Muhammad Arslan, Saqib Majeed, Salim Iqbal  |  2025

Keywords: Computer Science - NI, Computer Science - IT

Reliable and Cost-Efficient IoT Connectivity for Smart Agriculture: A Comparative Study of LPWAN, 5G, and Hybrid Connectivity Models

Mohamed Shabeer Mohamed Rafi, Mehran Behjati, Ahmad Sahban Rafsanjani  |  2025

Keywords: Computer Science - NI

Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning

Tewodros Alemu Ayall, Andy Li, Matthew Beddows, Milan Markovic, Georgios Leontidis  |  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

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