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Number of cervical cell images of each category in Herlev dataset before and after data augmentation.
| Category | Class | Cell type | Original number | Number of expansions |
|---|---|---|---|---|
| Normal | 1 | Normal superficial | 74 | 592 |
| 2 | Normal intermediate | 70 | 560 | |
| 3 | Normal columnar | 98 | 588 | |
| Abnormal | 4 | Lightweight dysplastic | 182 | 546 |
| 5 | Moderate dysplastic | 146 | 584 | |
| 6 | Server dysplastic | 197 | 591 | |
| 7 | Carcinoma | 150 | 600 | |
| Total | 917 | 4061 | ||
