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Field Data Capture
Egocentric Video DataEdge-Case Dataset CreationSite-Based Data CollectionHuman Task Demonstration
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// 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.
Not sure what data your model needs next?Book a Data Failure Audit