Object detection in smart indoor shopping using an enhanced YOLOv8n algorithm

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 C2...

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Bibliographic Details
Main Authors: Yawen Zhao, Defu Yang, Sheng Cao, Bingyu Cai, Maryamah Maryamah, Mahmud Iwan Solihin
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:IET Image Processing
Subjects:
computer vision
image recognition
learning (artificial intelligence)
object detection
supervised learning
Online Access:https://doi.org/10.1049/ipr2.13284
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