Drivable Area Segmentation annotation sample
Training sample

Drivable Area Segmentation

Lane and road-surface masks

Vehicle Bounding Boxes annotation sample
Demo dataset

Vehicle Bounding Boxes

Parked vehicle and corridor detection

Ripeness Polygons annotation sample
Training sample

Ripeness Polygons

Fruit maturity segmentation

Class Contrast annotation sample
QA sample

Class Contrast

Ripe vs. unripe boundary review

Helmet Classification annotation sample
Demo dataset

Helmet Classification

Safety gear detection and class labels

Dense Street Objects annotation sample
Training sample

Dense Street Objects

Multi-object detection across traffic scenes

Practical Training

Sample tasks are used to train annotators on consistency, label quality, and guideline discipline.

QA Feedback

Review workflows help identify loose boxes, wrong labels, missed objects, and inconsistent annotations.

Pilot-Ready Delivery

These samples demonstrate the type of output clients can review before scaling a larger pilot.

Want to Test Our Annotation Workflow?

Share a small sample dataset and we can recommend an annotation workflow, review process, and export format for your project.