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COCO Pose Keypoints

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

Model Zoo

DeGirum's person pose keypoints model zoo consists of a variety of models gathered and trained using ultralytics repository.
Here is the link to DeGirum's COCO pose keypoints zoo.

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 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 0.5176

0.4014
0.7069

0.7585
bbox

keypoints
85.3
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 OPENVINO CPU 0.5486

0.5277
0.7285

0.8348
bbox

keypoints
--
yolov5su_relu6_coco_pose 640x640 FP32 OPENVINO CPU 0.5496

0.5369
0.73

0.839
bbox

keypoints
--