Telecom Leader from Finland:
Precision Bounding Box Annotation
Finland
Labeled
2-3k video frames monthly
Model of cooperation:
Dedicated Part-time Annotators
Cooperation Start
The client of Mobilunity-BPO is a leading Finnish telecom software company. Tasked with providing image annotation services for people with bounding boxes, our mission was clear: deliver high-quality annotations despite a low monthly load. The primary project hurdle? Ensuring seamless consistency as multiple annotators worked simultaneously on the same dataset, with a critical focus on maintaining uniform identification (IDs) to prevent any discrepancies in annotations.
Client’s Problem
A Finnish telecom software company needed image annotation services to label people with bounding boxes. Seeking a reliable solution for high-quality annotations despite a low monthly load.
Project Challenge
The main challenge in this project was to ensure consistent annotations as multiple annotators worked simultaneously on the same dataset. Maintaining uniform identification (IDs) was crucial to prevent discrepancies in annotations.
Navigating Challenges:
A Comprehensive Solution Journey in Image Annotation
In addressing the distinctive challenges of our project, we implemented a comprehensive range of solutions, emphasizing efficiency, expertise, and exceptional quality at every stage:
CVAT Configuration
We initiated the project by setting up the Computer Vision Annotation Tool (CVAT), ensuring an efficient platform for image annotation.
Annotator Vetting
Annotators with proven expertise in bounding box annotation were carefully vetted to ensure proficiency.
Quality Assurance (QA) Specialist
To uphold the highest annotation quality with a small team, a QA specialist was added to review and verify annotations for accuracy.
Dedicated Part-Time Annotator
Considering the low monthly annotation load, we assigned a dedicated part-time annotator to ensure consistency in annotation quality.
Test Task Success
We successfully completed a test task involving 100 images within 48 hours, earning positive client feedback. This achievement led to our shortlisting as one of the top three vendors, recognized for our quality-to-price ratio.
Efficient Turnaround
We launched an ongoing project for monthly labeling of 2-3k video frames, impressively completing each batch within a 36-hour timeframe upon file receipt.
Key milestones and outcomes from this collaboration encompass:
- Consistently providing high-quality image annotation.
- Recognition as a top vendor, acknowledged for our exceptional quality-to-price ratio.
- Swift turnaround for monthly video frame labeling.
- Seamless project execution and a satisfied client.
Project summary:
Achieving Top-Tier Image Annotation
Our dedication to achieving excellence and efficiency in image annotation, coupled with our commitment to overcoming project challenges, delivered outstanding outcomes. Despite a relatively modest monthly annotation load, we accomplished:
Few Words from Our Client
Our collaboration with Mobilunity-BPO has been transformative. The precision in bounding box annotation for our video frames has significantly elevated the quality of our projects. Their efficiency, expertise, and exceptional solutions have not only met but exceeded our expectations, proving that even in complex projects, they are the go-to team for top-tier image annotation.
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Effective Team Formation
We assembled a team of 4 part-time annotators based on the client's preferences. This collaborative team structure allowed for the efficient handling of the project's workload.