Research note: Application of convolutional neural networks for feather classification in chickens

Research note: Application of convolutional neural networks for feather classification in chickens

Feather color plays a crucial role in distinguishing various poultry breeds. However, the reliability of conventional manual classification methods is debated due to the intricate nature of feather color traits. To address this issue, we applied Convolutional Neural Networks (CNN) to extract the fea...

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Bibliographic Details
Main Authors: Jiajia Niu, Tong Li, Kunlong Qi, Yang Liu, Haixuan Deng, Yujia Hu, Dan Xu, Liuting Wu, Felix Kwame Amevor, Yingjie Wang, Gang Shu, Xiaoling Zhao
Format: Article
Language:English
Published: Elsevier 2025-11-01
Series:Poultry Science
Subjects:
Feather color
Convolutional Neural Network
chicken
breeding
classification
Online Access:http://www.sciencedirect.com/science/article/pii/S0032579125004961
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