← Data Egocentric

Fiund / Quality & provenance

Keep the source, signal, and review connected.

A useful data egocentric collection needs traceable context as well as usable files. Define what will be checked, how findings will be recorded, and which questions remain open.

Technical criteria

Category-specific acceptance starts here.

Viewpoint

Head-mounted, chest-mounted, or another participant-centered view; describe acceptable camera movement.

Task coverage

Action list, sequence length, successful and unsuccessful attempts, and variation between participants.

Capture details

Resolution, frame rate, field of view, audio policy, and any requirements for time alignment.

Annotation

Action boundaries, object references, task descriptions, and the level of detail needed for evaluation.

Review framework

Four separate questions for each collection.

Review layerWhat to establishEvidence to request
Source lineageWhere this exact file or record came from and how it relates to other versions.Stable identifiers, source references, and derivative relationships.
Technical fitWhether the recorded fields and signal support the defined model task.A representative inspection, file-level metadata, and issue records.
Annotation fitWhether labels have the required meaning, timing, and consistency.Written conventions, reviewed examples, and known limitations.
Permission scopeWhether the proposed use has been reviewed for the selected material.Project-specific source documentation and agreed terms.

Illustrative manifest

A manifest should describe the state of review.

Example structure only. These values do not describe an available collection or a completed permission review.

{
  "record_id": "illustrative-record-001",
  "source_reference": "to-be-established",
  "category": "Data Egocentric",
  "specification_fields": [
    "Viewpoint",
    "Task coverage",
    "Capture details",
    "Annotation"
  ],
  "permission_review": "requires_project_review",
  "technical_review": "not_yet_reviewed",
  "accepted_exceptions": []
}

Further reading

Read before choosing your acceptance criteria.

Your project, in focus

Describe the first-person view your model needs.

Speak directly with Jaeden Schafer at Fiund about the source material, specifications, and review your project needs.

Source fit, permissions, samples, pricing, and delivery are reviewed for the individual project.

Start with these details

  1. Tasks and environments
  2. Camera placement and visibility
  3. Target hours or sequences
  4. Annotations and intended model use
  5. Rights requirements and timeline
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