| Continuous Non-Invasive Monitoring of Hive Entrance Activity Reveals Honey Bee Colony Dynamics | 2026 | 🇹🇷 Van Yüzüncü Yıl University |
| Physics-aware vision instrumentation for stingless bee counting at hive entrance using hybrid edge-cloud object detection | 2026 | 🇲🇾 Universiti Teknologi Malaysia; 🇮🇩 Universitas Negeri Jakarta; 🇮🇩 Institut Teknologi Indonesia; 🇮🇩 Politeknik Negeri Bandung; 🇮🇩 National Research and Innovation Agency |
| Apis mellifera Bee Verification with IoT and Graph Neural Network | 2025 | 🇲🇽 Instituto Tecnológico El Llano Aguascalientes |
| Evaluation of Single-Shot Object Detection Models for Identifying Fanning Behavior in Honeybees at the Hive Entrance | 2025 | 🇱🇹 Vilnius Gediminas Technical University |
| Visual recognition of honeybee behavior patterns at the hive entrance | 2025 | 🇱🇹 Vilnius Gediminas Technical University |
| IntelliBeeHive: An Automated Honey Bee, Pollen, and Varroa Destructor Monitoring System | 2024 | 🇺🇸 University of Texas Rio Grande Valley |
| Keypoint-Based Bee Orientation Estimation and Ramp Detection at the Hive Entrance for Bee Behavior Identification System | 2024 | 🇱🇹 Vilnius Gediminas Technical University |
| Accuracy vs. Energy: An Assessment of Bee Object Inference inVideos from On-Hive Video Loggers with YOLOv3,YOLOv4-Tiny, and YOLOv7-Tiny | 2023 | 🇺🇸 Utah State University |
| Ambient Electromagnetic Radiation as a Predictor of Honey Bee (Apis mellifera) Traffic in Linear and Non-Linear Regression: Numerical Stability, Physical Time and Energy Efficiency | 2023 | 🇺🇸 Utah State University |
| Approximation of functions determining colony activity using neural networks. Master thesis | 2023 | 🇨🇿 Brno University of Technology |
| BeeNet: An End-To-End Deep Network For Bee Surveillance | 2023 | 🇦🇺 Australian National University; 🇧🇩 BRAC University; 🇦🇺 Curtin University; 🇦🇺 Commonwealth Scientific and Industrial Research Organisation |
| Labeled dataset for bee detection and direction estimation on entrance to beehive | 2023 | 🇱🇹 Vilnius Gediminas Technical University |
| Precision Monitoring of Honey Bee (Hymenoptera: Apidae) Activity and Pollen Diversity during Pollination to EvaluateColony Health | 2023 | 🇦🇺 La Trobe University |
| The Be-Hive Project - Counting Bee Traffic based on Deep Learning and Pose Estimation | 2023 | 🇨🇾 CYENS Centre of Excellence; 🇨🇾 Cyprus University of Technology; 🇳🇱 University of Twente |
| Automated Video Monitoring of Unmarked and Marked Honey Bees at the Hive Entrance | 2022 | 🇵🇷 University of Puerto Rico; 🇺🇸 Brown University; 🇺🇸 Howard Hughes Medical Institute (Janelia Research Campus) |
| Honeybee Re-identification in Video: New Datasets and Impact of Self-supervision | 2022 | 🇵🇷 University of Puerto Rico |
| BeePIV: A Method to Measure Apis Mellifera Traffic with Particle Image Velocimetry in Videos | 2021 | 🇺🇸 Utah State University |
| Honeybee In-Out Monitoring System by Object Recognition and Tracking from Real-Time Webcams | 2021 | 🇰🇷 Incheon National University |
| Janus: A Combined Radar and Vibration Sensor for Beehive Monitoring | 2021 | 🇺🇸 University of Maine |
| On Image Classification in Video Analysis of Omnidirectional Apis Mellifera Traffic: Random Reinforced Forests vs. Shallow Convolutional Networks | 2021 | 🇺🇸 Utah State University |
| BeeAlarmed. Masters thesis | 2020 | 🇩🇪 South Westphalia University of Applied Sciences |
| DeepBees – Building and Scaling Convolutional Neuronal Nets For Fast and Large-scale Visual Monitoring of Bee Hives | 2019 | 🇩🇪 Karlsruhe Institute of Technology; 🇩🇪 apic.ai |
| LabelBee: a web platform for large-scale semi-automated analysis of honeybee behavior from video | 2019 | 🇵🇷 University of Puerto Rico |
| DeepLabCut: markerless pose estimation of user-defined body parts with deep learning | 2018 | 🇩🇪 Eberhard Karls Universität Tübingen; 🇺🇸 Harvard University; 🇺🇸 Columbia University; 🇩🇪 Max Planck Institute for Biological Cybernetics; 🇩🇪 Bernstein Center for Computational Neuroscience; 🇺🇸 Baylor College of Medicine |
| Recognition of Pollen-bearing Bees from Video using Convolutional Neural Network | 2018 | 🇵🇷 University of Puerto Rico |
| Automatic detection and decoding of honey bee waggle dances | 2017 | 🇩🇪 Freie Universität Berlin |
| Pollen Bearing Honey Bee Detection in Hive Entrance Video Recorded by Remote Embedded System for Pollination Monitoring | 2016 | 🇧🇦 University of Banja Luka |
| Automatic methods for long-term tracking and the detection and decoding of communication dances in honeybees | 2015 | 🇩🇪 Freie Universität Berlin; 🇬🇧 University of Sussex |
