Table 2.
Model Annotation Summary Before Augmentation. Drop_0cell refers to a droplet with zero cells, Drop_1cell a droplet with one cell, Drop_2cell a droplet with two cells, and Drop_3cell a droplet with three or more cells.
| Label/Set | Total Count | Training | Validation | Test |
|---|---|---|---|---|
| Droplet Model | ||||
| Drop_0cell | 3519 | 2451 | 483 | 585 |
| Drop_1cell | 4308 | 3067 | 572 | 669 |
| Drop_2cell | 3585 | 2487 | 539 | 559 |
| Drop_3cell | 3504 | 2447 | 535 | 522 |
| Combined | 14916 | 10452 | 2129 | 2335 |
| Images | 643 | 412 | 103 | 128 |
| Cell Model | ||||
| Cells | 4207 | 2695 | 666 | 846 |
| Images | 2063 | 1321 | 330 | 412 |