[ISTp1-3] Combining Deep Learning Detection Technology and Chicken Comb Color Quantification System for Chicken Health Assessment | Proceedings of the International Display Workshops Volume 30 (IDW '23)

Proceedings of the International Display Workshops Volume 30 (IDW '23)

Dec 6 - Dec 8, 2023TOKI MESSE Niigata Convention Center

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Proceedings of the International Display Workshops Volume 30 (IDW '23)

Dec 6 - Dec 8, 2023TOKI MESSE Niigata Convention Center

[ISTp1-3]Combining Deep Learning Detection Technology and Chicken Comb Color Quantification System for Chicken Health Assessment

*Hsiu-Yun Hu¹, Chia-Jung Chang¹, Kuang-Wen Hsieh¹, Yao-Chuan Tsai¹(1. National Chung Hsing University (Taiwan))

https://doi.org/10.36463/idw.2023.1498

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Keywords:

Deep learning detection technology,Chicken comb color,Health assessment

This research applies deep-learning detection techniques to identify chicken combs in commercial poultry houses. The detection model's precision achieves 90%. Calculating color value in CIE Lab color space and using 2.5 standard deviations as the threshold can evaluate the health condition of chickens. The accuracy rate reaches 94%.

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