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Strip steel surface defect detection based on lightweight YOLOv5

Deep learning-based methods for detecting surface defects on strip steel have advanced detection capabilities, but there are still problems of target loss, false alarms, large computation, and imbalance between detection accuracy and detection speed. In order to achieve a good balance between detect...

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Detalles Bibliográficos
Autores principales: Zhang, Yongping, Shen, Sijie, Xu, Sen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582940/
https://www.ncbi.nlm.nih.gov/pubmed/37860791
http://dx.doi.org/10.3389/fnbot.2023.1263739