Client’s Needs:
A telecommunications software company in Finland required image annotation services to label people in images with bounding boxes. They sought a reliable solution for maintaining high-quality annotations despite having a low monthly annotation load.
Main Challenges:
The primary challenge faced in this project was ensuring coherent annotations while multiple annotators worked in parallel on the same dataset. Maintaining consistent identification (IDs) within the project was crucial to avoid discrepancies in the annotations.
Our Data Annotation Approach:
In response to the unique challenges of our project, we implemented a comprehensive range of solutions that emphasized efficiency, expertise, and exceptional quality throughout every phase:
CVAT Setup:
We initiated the project by configuring the Computer Vision Annotation Tool (CVAT), providing an efficient platform for image annotation.
Annotator Vetting:
We carefully vetted annotators with proven experience in bounding box annotation to ensure expertise.
Test Task Excellence:
We completed a test task involving 100 images within 48 hours, receiving positive feedback from the client. This effort led to our shortlisting as one of the top three vendors based on the quality-to-price ratio.
Dedicated Part-Time Annotator:
Given the low monthly annotation load, we assigned one dedicated part-time annotator to ensure consistency in annotation quality.
Quality Assurance (QA) Specialist:
To maintain the highest quality of annotation despite the small team, we added a QA specialist to the project. Their role was to review and verify annotations for accuracy.
Efficient Turnaround:
We commenced an ongoing project for the monthly labeling of 2-3k video frames, completing each batch within an impressive 36-hour timeframe upon receiving the files.
Received Results:
Our commitment to excellence and efficiency in image annotation, combined with our dedication to meeting project challenges, yielded remarkable results. Despite a relatively modest monthly annotation load, we achieved:
Learn More About Our Expertise
Discover a selection of our related case studies that exemplify our expertise and versatility across diverse industries and annotation tasks. These real-world examples showcase our commitment to delivering exceptional results and tailored solutions for our clients’ unique needs. Explore how we have contributed to various projects, from healthcare to manufacturing and beyond, by providing precise and efficient data annotation services.
Discover our contribution to product defect annotation in the Canadian automation machinery manufacturing sector.
Discover how our drug patent image annotation supported biotechnology research in South Korea, enhancing data usability and precision for critical scientific endeavors.
Learn more about our proficiency in survey response labeling for the technology industry in Germany.
Accessing Data Annotation Servicesin Four Effortless Steps
INITIATE YOUR REQUEST
Take the first step by reaching out to us through the provided form to express your interest in our data annotation services.
PROVIDE PROJECT DETAILS
Share the specific project requirements, including the desired annotation type and any particular guidelines or directives that pertain to your project.
RECEIVE COST ESTIMATE AND PROPOSAL
Once we’ve evaluated the details of your project, we will promptly furnish you with a cost estimate and a comprehensive proposal. This proposal will outline the scope of our services and provide an expected timeline for project completion.
COMMENCE COLLABORATION UPON PAYMENT
Upon your acceptance of our estimate, you will receive an invoice. Once payment is received, we will initiate our collaboration, working closely together to meet your text annotation needs.