21 Keypoint Skeletal Hand Tracking
Production dataset sample and technical telemetry specification for 21 Keypoint Skeletal Hand Tracking under Egocentric First-Person POV Video Data. Certified double-blind ground-truth validation with complete hardware sensor traces and format schemas.
Hardware & Sensor Specifications
POV CAMERA
4K 60fps Sony Sensor Headmount (155° FOV)
EYE-TRACKING GLASSES
Tobii Pro Glasses 3 (120Hz Binocular Gaze)
IMU STABILIZATION
6-Axis Motion Sensor
AUDIO ARRAY
Dual Noise-Canceling Mics
Target Tasks & Execution Scenarios
- • Domestic Appliance Operation
- • Culinary Meal Preparation
- • Workshop Tool Usage
- • Retail Store Browsing & Purchasing
Individual Types in Egocentric First-Person POV Video Data (3)
Click any specific Type card below to open its dedicated page with complete 12-section technical details:
[SPECIFIC TYPE]
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Head-Mounted 4K EgoCAM Video
4K 60fps wide-angle first-person POV video capture from operator headmounts.
[SPECIFIC TYPE]
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Binocular Eye-Gaze Tracking Data
Gaze fixation vectors, pupil dilation, and attentiveness heatmaps overlaid on 4K POV video.
[SPECIFIC TYPE]
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21-Keypoint Hand Pose Tracking
Skeletal finger joint 3D coordinate tracking for bimanual manipulation modeling.
Quality Standards (Right vs Wrong)
| COMMON COMPETITOR ERRORS (WRONG) | BLUE PROJECTS GROUND TRUTH (RIGHT) |
|---|---|
| FAIL: Third-person video lacking hand POV | PASS: First-person 4K EgoCAM video showing exact hand approach |
| FAIL: Shaky un-stabilized head footage | PASS: 6-Axis hardware IMU video stabilization |