Outsource Video Annotation Services for Tracking, Actions, and Event Detection

Outsource video annotation services
DataVLab offers outsource video annotation services for companies building computer vision models that learn from time-based data. We label videos for object tracking, actions and events, scene understanding, and safety monitoring with calibrated guidelines and multi-stage QA. Workflows scale from a pilot to ongoing production, with consistent reporting and support for custom ontologies and delivery formats.
Outsource video annotation services with sequence-level QA for consistent labels.
Object tracking, action recognition, safety and event detection workflows.
Dedicated teams and scalable production delivery from pilot to production.
Video labeling is time-intensive and requires consistent guidelines across frames. Outsourcing helps teams scale tracking and temporal labeling without building large in-house operations. DataVLab provides dedicated teams and QA designed for sequence consistency.
We support object tracking, bounding boxes, segmentation, keypoints, action and event classification, scene tags, and safety incident labeling. We also support sequence-level rules for identity continuity and temporal boundaries.
Use cases include surveillance analytics, retail and in-store behavior, industrial process monitoring, robotics and autonomous mobility, and sports and media analysis. We tailor datasets to your environment and model requirements.
Quality controls include frame consistency checks, sampling audits, targeted review of difficult scenes, and rework loops. We deliver datasets in your preferred format and can align outputs to your tooling and ontology.
Video annotation capabilities
Temporal labeling workflows designed for tracking, actions, and events with measurable QA.

Object Tracking Across Sequences
Multi frame identities and trajectories
We track vehicles, people, machinery, or animals across long sequences with stable IDs and consistent bounding boxes or masks.

Action and Event Recognition
Temporal classification of activities
We label gestures, industrial tasks, customer actions, and context specific events according to your taxonomy.

Safety and Compliance Monitoring
Tagging incidents and unsafe behaviours
We annotate zone violations, missing protective equipment, near misses, and other safety related events.

Autonomous Mobility Datasets
ADAS and robotics footage
We handle multi object tracking and scene level labels for roads, intersections, and dynamic environments.

Retail and In Store Analytics
Customer behaviour mapping
We track people flow, interactions with shelves, and dwell time to support retail analytics models.

Industrial Process and Equipment Analysis
Operational video annotation
We annotate workflow steps, equipment status, and operator actions to support automation and process optimisation.
Discover How Our Process Works
Defining Project
Sampling & Calibration
Annotation
Review & Assurance
Delivery
Explore Industry Applications
We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.
We provide high-quality annotation services to improve your AI's performances

Custom service offering
Up to 10x Faster
Accelerate your AI training with high-speed annotation workflows that outperform traditional processes.
AI-Assisted
Seamless integration of manual expertise and automated precision for superior annotation quality.
Advanced QA
Tailor-made quality control protocols to ensure error-free annotations on a per-project basis.
Highly-specialized
Work with industry-trained annotators who bring domain-specific knowledge to every dataset.
Ethical Outsourcing
Fair working conditions and transparent processes to ensure responsible and high-quality data labeling.
Proven Expertise
A track record of success across multiple industries, delivering reliable and effective AI training data.
Scalable Solutions
Tailored workflows designed to scale with your project’s needs, from small datasets to enterprise-level AI models.
Global Team
A worldwide network of skilled annotators and AI specialists dedicated to precision and excellence.
Potential Today
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