Table 3.
Sizes and segmentation of cervical cell datasets.
| No. | Class term | Number of images | Training | Testing | Validation |
|---|---|---|---|---|---|
| 1 | Intermediate Squamous | 78 | 52 (102) | 31 | 15 |
| 2 | Normal columnar | 89 | 49 (345) | 42 | 17 |
| 3 | Normal squamous | 132 | 68 (604) | 38 | 32 |
| 4 | High-grade dysplasia | 433 | 260 (1,321) | 79 | 49 |
| 5 | Low-grade dysplasia | 129 | 98 (564) | 52 | 32 |
| 6 | Moderate dysplasia | 124 | 85(106) | 38 | 15 |
| 7 | Carcinoma in situ | 105 | 102 (405) | 41 | 37 |
| Total | 1090 | 714 (3,447) | 321 | 197 |