Sidecar JSON
Every label, one file per clip.
MEDIA ASSET PROCESSING & LABELING ENGINE
Real-world video in. Structured robotics data out.


Objects, hands, actions and privacy, labeled and reviewable.
Scores are uncalibrated. All boxes remain in the sidecar.
Hand poses are estimates, not verified metric world-space ground truth.
Video, motion, depth and 3D, in sync.
From this recorded capture. Spatial data is included when your captures carry it.
Training-ready samples. Uncertainty kept in.
Exports contain human demonstrations, not robot actuator commands.
Every label, one file per clip.
Your privacy decisions, applied.
Packaged for your training pipeline.
We scope processing, delivery and pricing with you.
Egocentric and fixed-camera video, including iPhone sensor captures. When supplied with your captures, MAPLE can also inspect IMU, depth/LiDAR, recorded camera poses, meshes and MCAP recordings. Tell us what you have and we will confirm fit.
No. MAPLE packages human demonstrations: annotated video, estimated hand poses, object labels and task labels in JSON and LeRobot format. They contain no robot actuator commands, and hand poses are estimates rather than calibrated world-space ground truth.
Email sales@wafflevideo.ai with a short description of your footage (volume, capture setup, sensors) and the outputs you need. We will scope processing, delivery and pricing with you. There are no public uploads or self-serve checkout.