High-Precision Object Outlining for AI/ML Models That Demand Pixel-Perfect Accuracy
At Precise BPO Solution, we specialize in polygon annotation - a precise data labeling technique used to capture the exact contours of irregularly shaped objects in images and video. Our annotators draw detailed, vertex-accurate polygons that remove background noise and provide clean, high-fidelity ground truth for supervised learning.
Polygon annotation is essential when simple bounding boxes or ellipses won’t reliably represent object boundaries. It’s the method of choice for tasks that require accurate shape representation: logos, road signs, vehicle silhouettes, anatomical structures, product outlines, animals, foliage and more.
Tight, accurate polygons around complex shapes - enabling higher model accuracy for autonomous vehicles, medical imaging, retail, agriculture and beyond.
Kickoff & guidelines
We collaborate to build a clear labeling guideline and sample set.
Pilot phase
Small batch annotated to validate quality, metrics and workflow.
Scale & iterate
Scale the team and tune rules based on model feedback.
QA & delivery
Final validation, metric reporting and delivery in requested formats.
Support
Post-delivery assistance for model fine-tuning and re-labeling.
Polygon annotation is a type of image annotation where objects are outlined using a series of connected points (vertices) to form a closed polygon. This allows the AI model to learn from the true shape of the object instead of a loose approximation like a rectangle.
By removing background clutter and noise, this method enhances the model’s ability to recognize, localize, and classify objects with greater precision-making it ideal for applications that require fine-grained visual analysis.
With over a decade of industry expertise, we have built a strong reputation for delivering accurate and reliable data annotation services across diverse sectors.
Our large, well-trained workforce allows us to manage projects of any scale efficiently-whether you need a small pilot or full-scale production.
We consistently deliver high-quality polygon annotations tailored to the specific needs of your machine learning pipeline, ensuring optimal model performance.
Our flexible resourcing model adapts to your project size and timelines, supporting everything from pilot batches to enterprise-level datasets.
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We ensure secure data handling through encrypted transfers, NDAs, and strict confidentiality protocols.
We provide data in your required formats and seamlessly integrate with your existing annotation tools and MLOps pipelines.
A dedicated project manager oversees your project from start to finish, ensuring clear communication, on-time delivery, and iterative guideline refinement.
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