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Original three-scene sketch sequence: packing a parcel, preparing vegetables, and maintaining a bicycle. Illustrative, not a dataset sample. Each first-person view keeps hands, objects and the real-world setting together.

See the task unfold.

First-person video, actions, and context. Find data that matches the way your model needs to see the world.

Explore egocentric data Follow the story

From an interaction to a requirement

01 / Capture

Start with the participant’s view.

A first-person recording moves with the wearer. Camera position, hand visibility, and continuous footage determine what a model can observe about the task.

Concept illustration. Not a dataset sample.
Viewpoint
Camera placement and field of view
Visibility
Hands, tools, and task continuity

Questions to take to a supplier

  • Are hands, tools, and objects visible throughout the task?
  • Does the camera setup match the viewpoint you need?

02 / Structure

Connect the action to the record.

Labels and timestamps give an interaction structure. When audio or motion is included, check how it stays aligned with the video—not just whether it exists.

Concept illustration. Not a dataset sample.
Actions
Label definitions and step boundaries
Alignment
Video timing; optional audio or motion

Questions to take to a supplier

  • What does each action label mean, and where does it begin?
  • How are any additional signals aligned with the video?

03 / Source

Turn the task into a clear brief.

On Kuinbee, inspect dataset listings, compare supplier collection methods, or submit a custom requirement for review. Begin with the task, coverage, and usage your project needs.

Concept illustration. Not a dataset sample.
Coverage
Tasks, participants, and conditions
Review
Labels, formats, and usage terms

Questions to take to a supplier

  • Does an existing dataset cover the task and its variations?
  • Are the labels, delivery formats, and usage terms suitable?

Data in context

Different tasks. Different data needs.

An assembly task, a shared workflow, and a route through a building need different coverage. Match the recording conditions to the behavior your model must understand.

First-person pencil sketch of a participant working on a camera with a colleague at a workbench
02 / Collaborative workWearable assistance & activity understanding

Understand the work between people.

Shared tools, spoken instructions, and another person’s actions change what the wearer sees. First-person footage records handovers and shared tool use for models that recognize collaborative activity.

Explore collection services
First-person pencil sketch of a person carrying a parcel through warehouse aisles
03 / Spatial navigationSpatial reasoning & embodied systems

Follow the task as the world changes.

Movement connects one interaction to the next. Longer sequences show changing viewpoints, obstacles, and scene transitions that isolated clips can miss.

Describe your collection need

Your data brief

Start with the model’s task.

Select a use case to compare the details that belong in your data brief.

Robotic manipulation. Compare first-person demonstrations of hands, tools, and objects through complete task attempts. Check whether the camera view and annotations capture the physical interactions your project needs.

Compare first-person demonstrations of hands, tools, and objects through complete task attempts. Check whether the camera view and annotations capture the physical interactions your project needs.

Viewpoint
Camera position, field of view, and hand and object visibility.
Coverage
Tasks, tools, participants, settings, and successful and unsuccessful attempts.
Annotations
Action steps, object interactions, task boundaries, and annotation definitions.
Explore collection services

Kuinbee for egocentric data

A practical route to the right data.

Kuinbee brings published datasets and supplier collection services into one sourcing workflow. Compare the available details, or submit the task, coverage, and delivery needs of a custom project for review.

Before you choose

A clearer brief.
A better shortlist.

Check how the data was collected, what it covers, and whether its usage terms fit your project.