PoulTrans: a transformer-based model for accurate poultry condition assessment

PoulTrans: a transformer-based model for accurate poultry condition assessment

Abstract Recent advances in deep learning have significantly enhanced the accuracy of poultry image recognition, particularly in assessing poultry conditions. However, developing intuitive decision support tools remain a significant challenge. To address this, we present PoulTrans, an innovative ima...

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Bibliographic Details
Main Authors: Jun Li, Bing Yang, Junyang Chen, Jiaxin Liu, Felix Kwame Amevor, Guanyu Chen, Buyuan Zhang, Xiaoling Zhao
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Deep learning
Poultry state
Image caption
Transformer
Poultrans
Online Access:https://doi.org/10.1038/s41598-025-98078-w
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