Video

Human Motion

People moving through the full range of real physical activity, including locomotion, jumping, throwing, dance, combat, balance, and compound motion. The set leans on naturalistic activity rather than staged performance, capturing how bodies actually move under load and at speed.

Hours32.8K+

Motions10+

Framings5+

Training Use Cases

✓Human motion generation for digital characters and avatars

✓Generative video models requiring realistic human motion

✓3D human pose estimation and body reconstruction

✓Fine-grained action recognition

Key Highlights

✓10+ motion categories covering locomotion, jumping, throwing, dance, combat, balance, lifting, and climbing

✓5+ framing types from full-body wide and medium through close-up and multi-person group framing

✓Solo and group movement across athletic, performance, skilled-trade, and everyday physical contexts

✓Real physical activity throughout, with no staged or static performance footage in the set

Metadata Fields

durationLength of clip in HH:MM:SS

resolutionPixel dimensions (e.g., 1920x1080, 3840x2160)

frame_rateFrames per second (e.g., 24, 30, 60, 120)

contains_audioWhether the clip carries an audio track (boolean)

primary_categoryDominant content category assigned to a video

styleathletic | performance | skilled_trade | everyday

motion_categorylocomotion | jumping | throwing | dance | combat | balance | lifting | climbing | compound

framingfull_body_wide | full_body_medium | partial_body | close_up | group

person_countNumber of people in frame (1 to N)

camera_motionstatic | tracking | handheld | rigged