Knowledge Distillation for Enhancing a Lightweight Magnet Tile Target Detection Model: Leveraging Spatial Attention and Multi-Scale Output Features

Knowledge Distillation for Enhancing a Lightweight Magnet Tile Target Detection Model: Leveraging Spatial Attention and Multi-Scale Output Features

Accurate and efficient sorting of diverse magnetic tiles during manufacturing is vital. However, challenges arise due to visual similarities among types, necessitating complex computer vision algorithms with large sizes and high computational needs. This impedes cost-effective deployment in the indu...

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Bibliographic Details
Main Authors: Qinyuan Huang, Kun Yang, Yuzhen Zhu, Long Chen, Lijia Cao
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
spatial attention
multi-scale output feature
knowledge distillation
YOLOv5s
magnetic tile target detection
Online Access:https://www.mdpi.com/2079-9292/12/22/4589

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https://www.mdpi.com/2079-9292/12/22/4589

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