基于条件生成对抗和泊松融合的图像数据增强方法

陈可嘉,曾威文,王朕卿

Image data enhancement method based on conditional generative adversarial network and Poisson blending

Kejia CHEN,Weiwen ZENG,Zhenqing WANG

表 4 数据增强前、后的对比实验

Tab.4 Comparison before and after data augmentation

分类网络 Np/106 增强组 基线组 Acc/% F1 Acc/% F1 SCTNet 16.9 68.95 0.68 67.91 0.66 Xception 14.4 67.63 0.66 65.17 0.64 MobileNetv2 3.4 67.56 0.65 63.24 0.61 MobileViT 5.9 68.91 0.683 70.2 0.69 RepViT 22.4 60.38 0.59 57.64 0.57 ResNet18 11.20 65.72 0.65 63.14 0.63