Pneumonia Detection Using an Improved Algorithm Based on Faster R-CNN

Table 5

Assessment results of chest X-ray.

Network	AP@0.4	AP@0.5	AP@0.6	AP@0.7	mAP
DetNet59+Soft-NMS	0.6343	0.4614	0.2397	0.0875	0.3557
DeepConv-DilatedNet+Soft-NMS	0.6756	0.4796	0.2561	0.1095	0.3802
ResNet50+Soft-NMS	0.6053	0.4317	0.1884	0.0737	0.3248
ResNet101+Soft-NMS	0.5813	0.4005	0.1656	0.0636	0.3028
VGG16+Soft-NMS	0.5914	0.4109	0.1784	0.0603	0.3103