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Research product area: Edge Device

Papers, datasets, models, and field notes are connected into a practical research map for digital beekeeping, from academic references to applied Gratheon experiments.

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Publications

Publication Year Institutions
A Wireless Sensor Platform for Beehive Monitoring2026🇺🇸 North Dakota State University; 🇺🇸 USDA Agricultural Research Service
An Automated AI-Based Vision Inspection System for Bee Mite and Deformed Bee Detection Using YOLO Models2026🇰🇷 Kangwon National University; 🇰🇷 National Institute of Agricultural Sciences; 🇰🇷 Terramolab Ltd.
BioME: A Resource-Efficient Bioacoustic Foundational Model for IoT Applications2026🇨🇦 Institut national de la recherche scientifique (INRS)
Communication-efficient Embedded FFT Processing for Acoustic Telemetry in LPWAN-based Beehive Monitoring Systems2026🇵🇱 Lodz University of Technology
InsectDCT: A generalized pipeline for detection, taxonomic classification, and tracking of insects in camera-trap recordings2026🇩🇰 Aarhus University; 🇩🇪 Helmholtz Centre for Environmental Research; 🇪🇸 Mediterranean Institute for Advanced Studies; 🇬🇪 Ilia State University
On-device deep learning for real-time acoustic monitoring of endangered Bombus dahlbomii and invasive congeners2026🇺🇸 Massachusetts Institute of Technology; 🇯🇵 Kioxia Corporation; 🇨🇭 ETH Zurich; 🇦🇷 INIBIOMA, Universidad Nacional del Comahue and CONICET
Physics-aware vision instrumentation for stingless bee counting at hive entrance using hybrid edge-cloud object detection2026🇲🇾 Universiti Teknologi Malaysia; 🇮🇩 Universitas Negeri Jakarta; 🇮🇩 Institut Teknologi Indonesia; 🇮🇩 Politeknik Negeri Bandung; 🇮🇩 National Research and Innovation Agency
Spectrogram-Based Deep Learning Models for Acoustic Identification of Honey Bees in Complex Environmental Noises2026🇵🇰 Namal University; 🇵🇰 University of Mianwali; 🇦🇪 Abu Dhabi University; 🇹🇷 Nişantaşı University
Technical Specification of a Novel Apivoltaic System: Integrating Digital Hive Monitoring with Photovoltaic Energy Systems2026🇷🇴 University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca; 🇷🇴 APIVOLT S.R.L.; 🇮🇹 University of Molise
Queen Detection in Beehives via Environmental Sensor Fusion for Low-Power Edge Computing2025🇨🇭 Institute of Neuroinformatics, University of Zurich and ETH Zurich; 🇨🇭 Digital Society Initiative, University of Zurich
Publication Year Institutions
A Wireless Sensor Platform for Beehive Monitoring2026🇺🇸 North Dakota State University; 🇺🇸 USDA Agricultural Research Service
An Automated AI-Based Vision Inspection System for Bee Mite and Deformed Bee Detection Using YOLO Models2026🇰🇷 Kangwon National University; 🇰🇷 National Institute of Agricultural Sciences; 🇰🇷 Terramolab Ltd.
BioME: A Resource-Efficient Bioacoustic Foundational Model for IoT Applications2026🇨🇦 Institut national de la recherche scientifique (INRS)
Communication-efficient Embedded FFT Processing for Acoustic Telemetry in LPWAN-based Beehive Monitoring Systems2026🇵🇱 Lodz University of Technology
InsectDCT: A generalized pipeline for detection, taxonomic classification, and tracking of insects in camera-trap recordings2026🇩🇰 Aarhus University; 🇩🇪 Helmholtz Centre for Environmental Research; 🇪🇸 Mediterranean Institute for Advanced Studies; 🇬🇪 Ilia State University
On-device deep learning for real-time acoustic monitoring of endangered Bombus dahlbomii and invasive congeners2026🇺🇸 Massachusetts Institute of Technology; 🇯🇵 Kioxia Corporation; 🇨🇭 ETH Zurich; 🇦🇷 INIBIOMA, Universidad Nacional del Comahue and CONICET
Physics-aware vision instrumentation for stingless bee counting at hive entrance using hybrid edge-cloud object detection2026🇲🇾 Universiti Teknologi Malaysia; 🇮🇩 Universitas Negeri Jakarta; 🇮🇩 Institut Teknologi Indonesia; 🇮🇩 Politeknik Negeri Bandung; 🇮🇩 National Research and Innovation Agency
Spectrogram-Based Deep Learning Models for Acoustic Identification of Honey Bees in Complex Environmental Noises2026🇵🇰 Namal University; 🇵🇰 University of Mianwali; 🇦🇪 Abu Dhabi University; 🇹🇷 Nişantaşı University
Technical Specification of a Novel Apivoltaic System: Integrating Digital Hive Monitoring with Photovoltaic Energy Systems2026🇷🇴 University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca; 🇷🇴 APIVOLT S.R.L.; 🇮🇹 University of Molise
Publication Year Institutions
Queen Detection in Beehives via Environmental Sensor Fusion for Low-Power Edge Computing2025🇨🇭 Institute of Neuroinformatics, University of Zurich and ETH Zurich; 🇨🇭 Digital Society Initiative, University of Zurich