COCO Pose Keypoints Model Zoo

Documentation Models
1

Dataset

Dataset Name Training Images Validation Images Class Labels License
COCO Pose Keypoints 56,599 5,000 0: Person, 17 Keypoints Annotations under CC BY 4.0

Here is an example of the output for 17 pose keypoints:

pose_keypoints_17
pose_keypoints_17640×960 159 KB

Model Zoo

DeGirum’s person pose keypoints model zoo features models trained with the Ultralytics repository.

Model Architecture Input Size Precision Runtime Device Type mAP 50-95 mAP 50 mAP Type FPS
yolov5nu_relu6_coco_pose 640x640 INT8 N2X ORCA1 0.5079 0.3793 0.7021 0.7432 bbox keypoints 97.1
yolov5nu_relu6_coco_pose 640x640 INT8 TFLITE EDGETPU 0.5084 0.3797 0.7055 0.7464 bbox keypoints –
yolov5nu_relu6_coco_pose 640x640 INT8 OPENVINO CPU 0.5002 0.4239 0.69 0.7582 bbox keypoints –
yolov5nu_relu6_coco_pose 640x640 FP32 OPENVINO CPU 0.5086 0.4323 0.7028 0.7615 bbox keypoints -
yolov8n_relu6_coco_pose 640x640 INT8 N2X ORCA1 0.5175 0.4014 0.7069 0.7585 bbox keypoints 85.3
yolov8n_relu6_coco_pose 640x640 INT8 TFLITE EDGETPU 0.519 0.4016 0.7075 0.7571 bbox keypoints –
yolov8n_relu6_coco_pose 640x640 INT8 OPENVINO CPU 0.5214 0.455 0.7078 0.7802 bbox keypoints –
yolov8n_relu6_coco_pose 640x640 FP32 OPENVINO CPU 0.5245 0.4607 0.7123 0.7861 bbox keypoints –
yolov5su_relu6_coco_pose 640x640 INT8 N2X ORCA1 0.5506 0.4772 0.7369 0.8236 bbox keypoints 30.7
yolov5su_relu6_coco_pose 640x640 INT8 TFLITE EDGETPU 0.5511 0.479 0.7362 0.8245 bbox keypoints –
yolov5su_relu6_coco_pose 640x640 INT8 OPENVINO CPU 0.5486 0.5277 0.7285 0.8348 bbox keypoints –
yolov5su_relu6_coco_pose 640x640 FP32 OPENVINO CPU 0.5496 0.5369 0.5496 0.5369 bbox keypoints –