Highly Robust Synthetic Aperture Radar Target Recognition Method Based on Simulation Data Training

Table 8

Recognition rates of different data augmentation methods on AlexNet and ResNet-34.

Method	Random horizontal flip	Mixup	AugMix	Recognition rate (%)
AlexNet				71.20
	✔			75.35
	✔	✔		74.50
	✔		✔	81.80
ResNet-34				72.63
	✔			75.50
	✔	✔		73.78
	✔		✔	84.52