基于多尺度条件生成对抗网络血细胞图像分类检测方法
陈雪云,黄小巧,谢丽

Classification and detection method of blood cells images based on multi-scale conditional generative adversarial network
Xue-yun CHEN,Xiao-qiao HUANG,Li XIE
表 3 不同模型的检测结果对比
Tab.3 Comparison of detection results at different models
模型 P/% T M e
SSD 82.7 84 202 11 883 1 254
YOLOV3 86.5 84 202 10 367 824
FCRN 89.3 84 202 8 910 314
Res-Net 89.7 84 202 8 573 291
U-Net 90.4 84 202 7 903 236
U-Net+pix2pix 92.7 84 202 6 138 172
U-Net+pix2pix+MD 94.1 84 202 5 115 121
MCGAN 94.7 84 202 4 624 76