Jiang Chang, Shengqi Guan, Hongyu Shi, Luping Hu, Yiqi Ni. Strip Defect Classification Based on Improved Generative Adversarial Networks and MobileNetV3[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0410016
- Laser & Optoelectronics Progress
- Vol. 58, Issue 4, 0410016 (2021)
Fig. 1. Structure of the generator network
Fig. 2. Structure of the discriminator network
Fig. 3. Part of the original strip steel defect images
Fig. 4. Images obtained by different network training. (a) 100 epochs; (b) 300 epochs; (c) 500 epochs
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Table 1. Structure of the improved MobileNetV3
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Table 2. Image classification performance of different networks
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