COCO Face Keypoints
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 face keypoints (68 face keypoints) model zoo consists of a variety of models gathered and trained using ultralytics repository.
Here is the link to DeGirum's COCO face keypoints zoo.
| 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 |
-- |