A Deep Learning-Based Detection Method for Pig Body Temperature Using Infrared Thermography

Qiuju Xie,Mengru Wu,Jun Bao,Ping Zheng,Wenyang Liu,Haiming Yu

SSRN Electronic Journal（2023）

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摘要

•Correlations were analyzed for the Region of Interest (ROIs) selection.•Pig forehead and ear root were identified as ROIs from six parts of body surface.•Images of visible and infrared thermal were matched for temperatures extraction.•An improved Yolov5s-BiFPN model was developed for automatic detection of ROIs.•The model was lightweight and highly accurate for implementation to edge devices.

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关键词

Pig body temperature detection,Infrared thermography,Deep learning,YOLOv5s,Attention mechanism

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