[AIS2] AI and Information Display

[AIS2-4L] Outdoor Wild Bird Detection based on YOLO algorithm

*Bo-Cheng Zhu¹, Tzung-Han Lin¹, Yao-Chuan Tsai², Kuang-Wen Hsieh², Fuh-Min Fan², Perng-Kwei Lei² (1. National Taiwan University of Science and Technology (Taiwan), 2. National Chung-Hsing University (Taiwan))

Keywords:Deep Learning, Object detection, Small Object

This study focuses on outdoor bird detection in video surveillance to reduce the risk of avian influenza (AI) in poultry farms. Once a bird is detected, our system will trigger another action to drive away the bird. We utilized YOLO algorithm for object detection, and add diversity samples to the dataset to train the model, then recognition accuracy is improved.