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Efficient algorithm for directed text detection based on rotation decoupled bounding box

A more effective directed text detection algorithm is proposed for the problem of low accuracy in detecting text with multiple sources, dense distribution, large aspect ratio and arbitrary alignment direction in the industrial intelligence process. The algorithm is based on the YOLOv5 model architec...

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Detalles Bibliográficos
Autores principales: Wei, Songma, Lu, Minrui, Chen, Bingsan, Zhang, Tengjian, Zhang, Fujiang, Peng, Xiaodong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280560/
https://www.ncbi.nlm.nih.gov/pubmed/37346620
http://dx.doi.org/10.7717/peerj-cs.1352