Table 3. Description of images in the training and testing sets in each fold of five-fold cross-validation in the two datasets used in this study.
Dataset | Division | Class | No. of Images | Size of Images (Range) | Size of Resized Images |
---|---|---|---|---|---|
Kermany | Train | Normal | 1267 | (127×384×3)—(2713×2517×3) | 224×224×3 |
Pneumonia | 3419 | ||||
Test | Normal | 316 | (189×490×3)—(2458×2720×3) | 224×224×3 | |
Pneumonia | 854 | ||||
Total Images | 5856 | ||||
RSNA | Train | Lung Opacity | 16488 | (1024×1024×3) | 224×224×3 |
No Lung Opacity | 4801 | ||||
Test | Lung Opacity | 4111 | (1024×1024×3) | 224×224×3 | |
No Lung Opacity | 1201 | ||||
Total Images | 26601 |