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

Figure 11

Comparison of test results of different models.

(a) Vgg16: Simple Target

(b) Vgg16: Double Target

(c) Vgg16: Three Target

(d) Vgg16: Four Target

(e) ResNet50: Simple Target

(f) ResNet50: Double Target

(g) ResNet50: Three Target

(h) ResNet50: Four Target

(i) ResNet101: Simple Target

(j) ResNet101: Double Target

(k) ResNet101: Three Target

(l) ResNet101: Four Target

(m) DetNet59: Simple Target

(n) DetNet59: Double Target

(o) DetNet59: Three Target

(p) DetNet59: Four Target

(q) Our Method: Simple Target

(r) Our Method: Double Target

(s) Our Method: Three Target

(t) Our Method: Four Target