Humans in 3D

H3D (Humans in 3D) is a dataset of annotated people. The annotations include:

• The joints and other keypoints (eyes, ears, nose, shoulders, elbows, wrists, hips, knees and ankles)
• The 3D pose inferred from the keypoints.
• Visibility boolean for each keypoint
• Region annotations (upper clothes, lower clothes, dress, socks, shoes, hands, gloves, neck, face, hair, hat, sunglasses, bag, occluder)
• Body type (male, female or child)

Paper: Poselets: Body part detectors trained using 3D human pose annotations

Source: H3D

Image Source: H3D