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An Efficient YOLO Algorithm with an Attention Mechanism for Vision-Based Defect Inspection Deployed on FPGA

Industry 4.0 features intelligent manufacturing. Among them, the vision-based defect inspection algorithm is remarkable for quality control in parts manufacturing. With the help of AI and machine learning, auto-adaptive instead of manual operation is achievable in this field, and much progress has b...

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Detalles Bibliográficos
Autores principales: Yu, Longzhen, Zhu, Jianhua, Zhao, Qian, Wang, Zhixian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9323378/
https://www.ncbi.nlm.nih.gov/pubmed/35888875
http://dx.doi.org/10.3390/mi13071058