Research Article
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 |