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 |