Table 2. Shenzhen and Montgomery dataset distribution (train/val-test).
Tuberculosis | Normal | Total image | |
---|---|---|---|
Montgomery dataset | 58 | 80 | 138 |
Shenzen dataset | 336 | 326 | 662 |
Merging dataset | 394 | 406 | 800 |
Train-Val/Test (Total) |
800 | Val-group | Test group |
Train/Val-Test (k = 1) |
640-160 | 1,2,3,4 | 5 |
Train/Val-Test (k = 2) |
640-160 | 1,2,3,5 | 4 |
Train/Val-Test (k = 3) |
640-160 | 1,2,4,5 | 3 |
Train/Val-Test (k = 4) | 640-160 | 1,3,4,5 | 2 |
Train/Val-Test (k = 5) | 640-160 | 2,3,4,5 | 1 |