Table 2 Total number of annotations containing each class in the real-world dataset, controlled-setting dataset, and combined (controlled-setting and real-world) dataset on which SLeeP AIDePt-2 was traineda.
Class description | Real-world datasetb | Controlled-setting datasetb | Combined datasetb |
|---|---|---|---|
Left recovery | 576 (1.7) | 418 (3.4) | 994 (2.1) |
Left lateral | 3426 (9.9) | 530 (4.3) | 3956 (8.4) |
Left tilt | 475 (1.4) | 410 (3.3) | 885 (1.9) |
Supine | 3142 (9) | 702 (5.7) | 3844 (8.2) |
Supine thorax with left pelvic tilt | 343 (1) | 533 (4.3) | 876 (1.9) |
Supine thorax with right pelvic tilt | 351 (1) | 574 (4.7) | 925 (2) |
Supine pelvis with left thorax tilt | 51 (0.1) | 362 (2.9) | 413 (0.9) |
Supine pelvis with right thorax tilt | 44 (0.1) | 343 (2.8) | 387 (0.8) |
Right tilt | 455 (1.3) | 345 (2.8) | 800 (1.7) |
Right lateral | 3113 (9) | 540 (4.4) | 3653 (7.8) |
Right recovery | 695 (2) | 421 (3.4) | 1116 (2.4) |
Prone | 536 (1.5) | 0 (0) | 536 (1.1) |
Sitting up at the edge of the bed | 347 (1) | 459 (3.7) | 806 (1.7) |
Pillow | 21175 (61) | 6635 (54.1) | 27810 (59.2) |
Total number of annotations | 34,729 | 12,272 | 47,001 |
Average # of annotations per class | 2481 | 877 | 3357 |
