Pretrained (imagenet) ResNet50 with 3 classification. Achieves 97.2%
test accuracy. Use Grad-CAM for infected area segmentation.
COVID-19 | Viral Pneumonia | Normal | |
---|---|---|---|
Total | 756 | 1361 | 1422 |
Train | 600 | 1200 | 1200 |
Test | 156 | 161 | 222 |
Pretrained (imagenet) ResNet50 with 3 classification. Achieves 97.2%
test accuracy. Use Grad-CAM for infected area segmentation.
COVID-19 | Viral Pneumonia | Normal | |
---|---|---|---|
Total | 756 | 1361 | 1422 |
Train | 600 | 1200 | 1200 |
Test | 156 | 161 | 222 |