Table 2 Dataset statistics and distribution.
Parameter | Value |
|---|---|
Number of cell types | 17 |
Number of localization classes | 19 |
Image resolution range | 1728 × 1728 to 3072 × 3072 pixels |
Image formats | PNG (8-bit), TIF (16-bit) |
Fluorescent channels | 4 (green, blue, red, yellow) |
Total training images | 42,774 |
Total test images | 11,702 |
Average cells per image | 8.7 |
Most common localization class | Nucleoplasm (27.4%) |
Least common localization class | Mitotic spindle (1.3%) |
Class imbalance ratio | 21:1 (most to least common) |
