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A fine-tuned YOLOv5 deep learning approach for real-time house number detection

Detection of small objects in natural scene images is a complicated problem due to the blur and depth found in the images. Detecting house numbers from the natural scene images in real-time is a computer vision problem. On the other hand, convolutional neural network (CNN) based deep learning method...

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Detalles Bibliográficos
Autores principales: Taşyürek, Murat, Öztürk, Celal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403189/
https://www.ncbi.nlm.nih.gov/pubmed/37547390
http://dx.doi.org/10.7717/peerj-cs.1453