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Object detection in smart indoor shopping using an enhanced YOLOv8n algorithm

Abstract This paper introduces an enhanced object detection algorithm tailored for indoor shopping applications, a critical component of smart cities and smart shopping ecosystems. The proposed method builds on the YOLOv8n algorithm by integrating a ParNetAttention module into the backbone's C2f mod...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Yawen Zhao, Defu Yang, Sheng Cao, Bingyu Cai, Maryamah Maryamah, Mahmud Iwan Solihin
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Wiley 2024-12-01
Rangatū:IET Image Processing
Ngā marau:
computer vision
image recognition
learning (artificial intelligence)
object detection
supervised learning
Urunga tuihono:https://doi.org/10.1049/ipr2.13284
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