// field_data_capture
Show robots how humans do the work.
Human task demonstration captures step-by-step workflows — hand-object interactions, tool usage, and task completion sequences — as structured data for imitation learning and embodied AI.
// what_we_capture
Every step, in order.
Step-by-step workflowsHand-object interactionsTool usageObject handlingProcess videosTask completion sequencesSuccess & failure runsMulti-step procedures
// captured_as
Structured for learning.
Action segmentationStep labelsKeypointsTemporal tagsCompletion markersFailure reasonsEnvironment metadata
// use_cases
Built for imitation learning.
- Humanoid robotics
- Imitation learning
- Manipulation policies
- Vision-language-action models
- Workplace task automation
- Process understanding
demonstration.deliverables
01Task & protocol design
02Demonstrator recruitment & consent
03Multi-view / egocentric capture
04Step & action annotation
05Certified, model-ready delivery
// faq
Common questions
Structured recordings of people performing tasks step by step — hand-object interactions, tool use, and completion sequences — used to teach robots and embodied AI by imitation.
Egocentric video is first-person POV footage; task demonstration focuses on capturing complete, labeled procedures (which may be egocentric and/or multi-view) structured for imitation learning.
Yes. We recruit demonstrators, design task protocols, and capture in controlled or on-site settings with consent and QA.
Action segmentation, step labeling, keypoints, hand-object interaction labels, temporal tagging, and task completion / failure markers.
Each qualified dataset ships with a Model-Ready Data Certificate covering rights, privacy, coverage, balance, annotation quality, and readiness.
Book a Data Failure Audit or a capture-scoping call, and we'll define the demonstrations your model needs next.