Dataset
| Dataset Name | Training Images | Validation Images | Class Labels | License |
|---|---|---|---|---|
| COCO-WholeBody | 30,353 | 1,169 | 0: Face 68 Keypoints |
Annotations under CC BY 4.0 |
Here is an example of the output for 68 face keypoints:
Model Zoo
DeGirum’s COCO face keypoints model zoo (68 keypoints) features a variety of models trained with the Ultralytics repository.
| Model Architecture | Input Size | Precision | Runtime | Device Type | mAP 50-95 | mAP 50 | mAP Type | FPS |
|---|---|---|---|---|---|---|---|---|
| yolov8n_relu6_face_kpts | 640x640 | INT8 | N2X | ORCA1 | 0.283 0.714 |
0.360 0.867 |
bbox keypoints |
66.8 |
| yolov8n_relu6_face_kpts | 640x640 | INT8 | CPU | OPENVINO | 0.285 0.754 |
0.360 0.868 |
bbox keypoints |
– |
| yolov8n_relu6_face_kpts | 640x640 | FP32 | CPU | OPENVINO | 0.285 0.757 |
0.360 0.867 |
bbox keypoints |
– |