Praćenje aktivnosti pčela primenom računarske vizije | Monitoring of bee activity using computer vision
2021
Đurašević, Slađana | Pešović, Uroš | Vujičić, Dejan | Marković, Dušan | Tanasković, Snežana | Tomić, Dalibor | Stevović, Vladeta
Computer vision as a tool enables automated processing of visual information andprovides the possibility of significant improvement of the agricultural productionprocess. This paper presents the results of the application of the YOLO algorithm formonitoring bees at the entrance to the hive. The applied model achieved a detectionaccuracy of 92.86% and was implemented on a Raspberry PI 4 computer system. Thissmall computer system can be used for further field testing, where the activity of beesat the entrance to the hive is monitored via video recording.
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