Accuracy vs. Energy: An Assessment of Bee Object Inference in Videos from On-Hive Video Loggers with YOLOv3, YOLOv4-Tiny, and YOLOv7-Tiny

por Kulyukin, Vladimir A., Kulyukin, Aleksey V.
Publicado 2023

Integration of Scales and Cameras in Nondisruptive Electronic Beehive Monitoring: On the Within-Day Relationship of Hive Weight and Traffic in Honeybee (Apis mellifera) Colonies in...

por Kulyukin, Vladimir, Tkachenko, Anastasiia, Price, Kristoffer, Meikle, William, Weiss, Milagra
Publicado 2022

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

por Kulyukin, Vladimir A., Coster, Daniel, Tkachenko, Anastasiia, Hornberger, Daniel, Kulyukin, Aleksey V.
Publicado 2023