Agriculture AI/IoT Research

A LoRa IoT Framework with Machine Learning for Remote Livestock Monitoring in Smart Agriculture

Hitesh Mohapatra  |  2025

Keywords: Human-Computer Interaction
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
A Secured Triad of IoT, Machine Learning, and Blockchain for Crop Forecasting in Agriculture

Najmus Sakib Sizan, Md. Abu Layek, Khondokar Fida Hasan  |  2025

Keywords: 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
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
AgroBench: Vision-Language Model Benchmark in Agriculture

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

Keywords: Computer Vision
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
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