B2B motion data
Ready-to-Use Motion & Pose Datasets for AI Training
High-quality human motion data with 33 keypoints, temporal smoothing, and structured JSONL — ready for robotics, simulation, and machine learning.
Used for robotics, AI training, and motion intelligence systems
Building AI models requires high-quality motion data
- —Collecting and processing motion data is slow and expensive
- —Annotation pipelines take weeks to set up
- —Raw video data is not directly usable
- —Inconsistent formats slow down training pipelines
We deliver ready-to-use motion datasets
QualityVision provides structured, high-quality pose datasets that can be directly integrated into your AI workflows.
- 33 keypoints (MediaPipe-compatible format)
- Temporal smoothing (Gaussian filtering)
- Body normalization (hip-centered)
- Motion features (velocity proxies, gait signals)
- Clean JSONL format
- Quality reports & diagnostics included
Dataset Specifications
Format
JSONL (ready for ML pipelines)
Keypoints
33 landmarks per frame
Motion features
Velocity, temporal consistency, sequence metrics
Quality filtering
Accepted / rejected frames with reports
Dataset size
From 10K to 500K+ frames
Delivery
Instant (existing datasets) or 24–48h (custom)
Use Cases
Custom datasets from your own videos
We process your proprietary videos and deliver structured pose datasets within 24–48 hours.
- Upload your videos
- We extract pose + motion features
- You receive clean, structured datasets
- No pipeline setup required
Scale your data over time
Start with a small dataset and scale into a continuous data pipeline.
- Weekly / monthly dataset delivery
- Growing datasets over time
- Long-term data partnerships
- Flexible volume (50K → 500K+ frames)
Built for AI and robotics teams
Designed for teams working on real-world AI systems and motion intelligence.
Ready to accelerate your AI training?
Commercial licensing available for internal AI training and product development.