A Lightweight Barcode Detection Algorithm Based on Deep Learning

A Lightweight Barcode Detection Algorithm Based on Deep Learning

For existing situations of missed detections, false detections, and repeated detections in barcode detection algorithms in real-world scenarios, a barcode detection algorithm based on improved YOLOv8 is proposed. The EfficientViT block based on a linear self-attention mechanism is introduced into th...

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Bibliographic Details
Main Authors: Jingchao Chen, Ning Dai, Xudong Hu, Yanhong Yuan
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
barcode detection
YOLOv8
linear self-attention mechanism
linear mapping
grouped convolution
Online Access:https://www.mdpi.com/2076-3417/14/22/10417
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