Defect Detection Method for Electric Multiple Units Key Components ...
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Jul 16, 2020 · This paper proposed an automatic detection method, termed as multi-stage pipeline for defect detection (MPDD).
MPDD includes two stages, component detection stage improves RPN anchor mechanism and way of feature fusion to promote detection performance, defect ...
To maintain the model's high detection accuracy as well as its lightweight structure, this paper proposes a lightweight and efficient multi type defect ...
Aug 2, 2023 · A defect detection method based on improved YOLOv5 is proposed. Firstly, the YOLOv5m backbone extraction network is changed to the MobileNetv3-large network ...
This paper proposes a deep learning-based industrial defect detection method (IDD-Net) to address the above challenges.
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Dec 16, 2020 · This study surveys stateoftheart deep-learning methods in defect detection. First, we classify the defects of products, such as electronic components, pipes, ...
Jun 23, 2024 · Deep learning (DL)-based defect detection provides various robust automated solutions for maintaining the daily operations of electric ...
Jan 13, 2020 · In this article, we propose a novel non-destructive approach to defect analysis in high voltage equipment by taking advantage of the infrared thermography and ...
Apr 26, 2024 · 4(b), the MSA structure consists of two key components: Efficient Multi-Head Self-Attention (E-MHSA) and Multi-Head Cross-Attention (MHCA). E- ...
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Mar 22, 2021 · A new defect detection algorithm based on a deformable network combined with multiscale feature fusion algorithm is proposed in this paper