Visual understanding
Segmentation, object tracking, and spatial labels for image and video datasets.
Make every detail usable.
Structured labels and human review that keep the details connected to their source.
Source observations
Built around your task.
Project engagementsActions & context
Temporal events, grounded question-answer pairs, and descriptions connected to visual evidence.
Dataset correction
Review existing labels, resolve ambiguous cases, and document corrections.
A clear brief.
An inspectable delivery.
Agree on the specification, review a sample, and define acceptance before the full engagement begins.
What you receive
- A calibrated annotation sample
- Labels in your agreed schema
- Review notes and unresolved cases
- Versioned exports and a delivery summary
Engagement scope
Review depth, tooling, acceptance checks, and export format are agreed against a sample before production.
Bring us the brief.
A representative dataset sample, your label schema or task definition, and how the results will be used.