Image defect classification of surface mount technology welding based on the improved ResNet model

Author:

Zhang Qiang,Zhang Kaiyun,Pan KailinORCID,Huang Wei

Publisher

Elsevier BV

Reference35 articles.

1. Simulation of microfocus X-ray based SMT solder joint defect detection;Wang;Comput. Simul.,2020

2. A new image recognition and classification method combining transfer learning algorithm and MobileNet model for welding defects;Pan;IEEE Access,2020

3. Defect detection and classification by training a generic convolutional neural network encoder;Dong;IEEE Trans. Signal Process.,2020

4. V. Vapnik, Statistical learning theory. 1998 (Vol. 3). New York, NY:Wiley,1998: Chapter 10-11, pp.401–492.

5. Automatic detection and classification of laser welding defects;Kan,2021

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