Motion Dataset for Machine Learning and Driving Simulation. See Features ▼
Distracted & Fatigued Driving
Realistic driver distraction motions—from checking phones and fatigue to poor posture and snacking.
Perfect for validating safety systems and training driver monitoring algorithms in simulation.
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Driver & Passenger Interaction
Captures driver–passenger interactions with 5 complete sets and standalone motions. Users can mix and match motions to create natural in-cabin interactions, including conversation, media use, and attention shifts.
Driver & Passenger Interaction
Captures driver–passenger interactions with 5 complete sets and standalone motions. Users can mix and match motions to create natural in-cabin interactions, including conversation, media use, and attention shifts.
Routine Driving & Passenger Scenarios
Realistic driver motions—from vehicle start-up to smooth steering and traffic idling.
Ideal for simulating everyday driving situations with authentic behaviors, creating a foundation for realistic in-cabin scenarios.
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Realistic Facial & Eye Behavior for In-Cabin Monitoring
Detailed facial and eye animations capture yawns, blinking, attentive scanning, and other subtle expressions. Enables advanced in-cabin monitoring, supports fatigue detection, situational awareness evaluation, and AI-driven behavior analysis.eyelid motion data help train and validate in-cabin monitoring systems for autonomous and assisted driving scenarios.
3D Ground Truth for AI Model Validation
Driver Status
Ideal for identifying driver behaviors such as eye movement, head, hand, and body positions, which can support distraction and fatigue detection studies.
Eye Tracking
Supports applications that analyze eyeball and eyelid motions to infer driver and passenger awareness and intent.
Animation Data Set for CC characters
Our solutions rapidly generate highly customizable characters and seamlessly integrate them into realistic animations. Via streamlined integration, we save you valuable time and significantly reduce costs, paving the way for transformative advancements in AI training.
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