A modified-yolov5s model for defect detection of printed circuit board

Author:

Liu Feiyun1,Shen Yongliang1

Affiliation:

1. Heilongjiang University,College of Electronic Engineering,Harbin,China,150080

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference25 articles.

1. YOLO9000: Better, Faster, Stronger

2. SSD: Single Shot MultiBox Detector;liu;Lecture Notes in Computer Science,2016

3. YOLOv3: An Incremental Improvement;redmon,2018

4. You Only Look Once: Unified, Real-Time Object Detection;redmon;2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2016

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1. Enhanced Defect Detection in RF Circuits Using DM-SRM and Elastic Regularization Techniques;IEEE Transactions on Microwave Theory and Techniques;2024-09

2. PCB Defect Detection Based on Improved Deep Learning Model;International Journal of Pattern Recognition and Artificial Intelligence;2024-08-09

3. Implementation of YOLOv8 Algorithm on Raspberry Pi for Automated PCB Quality Inspection;2024 International Electronics Symposium (IES);2024-08-06

4. Improved YOLOv5s combining enhanced backbone network and optimized self-attention for PCB defect detection;The Journal of Supercomputing;2024-05-25

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