Image · Video · Spatial Data

Computer Vision Data Annotation

Structured image and video data for models that need to see, track and understand real-world scenes.

Retail computer vision operator reviewing product and shelf data

What we operate

A workflow shaped around your data and quality bar.

Vantrel configures annotation workflows around your taxonomy, tooling and acceptance criteria, then combines trained production with independent review and issue resolution.

Image annotationVideo annotation2D bounding boxes3D bounding boxesSegmentationTrackingEvent labelingClassification
Illustrative computer vision annotation scene with tracking paths and object regions

Operations in practice

Depth where the workflow needs it.

Each focus area stays connected to the same calibration, production, escalation and quality structure.

01Image intelligence

Classification, segmentation, keypoints and bounding-box workflows aligned to the model taxonomy.

02Video intelligence

Frame-aware tracking, event labeling and sequence review for motion-rich datasets.

03Specialized visual domains

Retail, sports, robotics, inspection and AI gaming workflows with domain-specific edge cases.

Workflow

From requirements to reviewed delivery.

The exact sequence adapts to the project, while readiness, calibration and issue resolution remain explicit.

01

Confirm the ontology and edge cases

02

Calibrate on a representative sample

03

Qualify production contributors

04

Run annotation and independent QA

05

Deliver reviewed outputs and correction notes

Applications

Where this capability fits.

01

Retail vision

02

E-commerce recognition

03

Sports intelligence

04

Robotics perception

05

Industrial inspection

06

AI gaming

Discuss a representative pilot

Bring the workflow, a sample and the decisions that matter. We’ll respond with practical next steps without assuming scope or inventing estimates.

Start a Pilot