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