aviation
Polygon
Annotation for
Searidge
Technologies
Canada
Overview
Overview
Searidge Technologies needed a flexible annotation partner to manage large volumes of visual data and changing project requirements. Label Your Data supported its computer vision development with polygon annotations for 90,000+ objects across 57,000 images, scaling the team up to 10 annotators.
Client
Searidge Technologies develops AI-driven video solutions for airports and Air Navigation Service Providers (ANSPs). With over 15 years of experience in operational video systems and AI for air traffic control, the company supports airport surface management, digital tower operations, and other aviation applications.
Challenges
Searidge Technologies needed to accelerate the preparation and annotation of large volumes of aviation imagery while maintaining consistent quality. Manual labeling was time-consuming, and changing project demands required a flexible approach to annotation capacity and delivery.
Large annotation workload: 90,000+ objects across 57,000 images
Time-consuming manual data preparation and annotation
High precision and consistency requirements for AI training data
Ad-hoc annotation requests and fluctuating workloads
Solution
Label Your Data established an on-demand annotation workflow with a flexible team of 2 to 10 annotators, adjusting capacity to the client's project requirements. The team handled video frame selection, polygon annotation, and annotation tool management, using Searidge’s FTP for data exchange.
On-demand annotation support for changing workloads and ad-hoc tasks
Data preparation through key-frame selection from client-provided videos
Polygon annotation of objects across complex aviation imagery
Managed annotation tooling and FTP-based data exchange
No additional tool or setup fees for the project
Need Scalable Polygon Annotation
for Aviation AI Models?
Results
Label Your Data helped Searidge Technologies accelerate annotated data delivery and streamline project workflows. The client highlighted more efficient delivery of its aviation AI solutions as a key benefit of the collaboration.
Faster turnaround for annotated image data
Streamlined workflows across project and development activities
More efficient solution delivery through quicker access to labeled data
Flexible annotation capacity to accommodate changing project needs
Why AI Teams Choose Label Your Data
Data Annotation for Complex Environments
Rely on consistent, high-quality output for complex datasets, detailed taxonomies, and edge cases.
Structured Quality from Pilot to Production
Get quality engineered into every step through onboarding, evolving guidelines, QA, and continuous feedback.
Flexible and Scalable Operations
Adjust team capacity, project size, and delivery model as you scale, with no setup fees or long-term lock-ins.
An Integrated Delivery Partner
Align on goals, workflows, and expectations with a team that integrates into your process from day one.
Projects Led by Annotation Experts
Work with former annotators who understand annotation complexity, quality standards, and high-volume delivery.
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The accelerated turnaround times for annotated data have significantly enhanced our project workflows, allowing us to streamline our solution delivery process.
Josha Bharadwa
Head of Platform & Products at Searidge Technologies
Trusted by ML Professionals
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