Capability
Human Keypoint Detection Annotation With Standardized Joint Coordinate System
6 artifacts provide this capability.
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1
MS COCO (Common Objects in Context)Dataset45/100
330K images with object detection, segmentation, and captions.
Unique: Standardized 17-joint skeleton with explicit visibility flags enables robust evaluation of pose estimation under occlusion; linked to instance segmentation masks allows joint-level accuracy analysis within person bounding boxes
vs others: More comprehensive than OpenPose dataset (no visibility flags) and larger scale than Human3.6M (3.6M frames vs 330K images); visibility annotations enable explicit occlusion handling unlike MPII (which lacks visibility metadata)