Research Article
A Hemolysis Image Detection Method Based on GAN-CNN-ELM
Table 4
Comparison of CNN, CNN-SVM, and CNN-ELM recognition efficiency comparison.
| Model | Data size (unit: amplitude) | Identification time (unit: s) | Recognition accuracy (%) |
| GAN-CNN | 450 | 172.56 | 94.55 | GAN-CNN-SVM | 450 | 54.62 | 95.89 | CNN-ELM | 450 | 39.66 | 96.33 | GAN-CNN-ELM | 450 | 38.28 | 98.91 |
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