Polygon Annotation Outsourcing for High Precision Computer Vision Datasets

Polygon Annotation Outsourcing

Polygon Annotation Outsourcing

Polygon annotation is essential for machine learning models that require more detailed shape information than bounding boxes can provide. Polygons allow annotators to trace the true geometry of objects, surfaces, borders, and structures, which improves model performance on segmentation, detection, and tracking tasks.DataVLab provides polygon annotation outsourcing with trained annotators who specialize in handling complex and irregular shapes. This includes curved objects, tools, biological structures, road boundaries, industrial components, and environmental features. Polygons are created with strict rules for vertex placement, smoothness, adherence to real boundaries, and class consistency.Our outsourcing model includes long term trained annotators, stable workforce continuity, multi step quality checks, and structured communication. We support both two dimensional and two and a half dimensional datasets and can handle dense frames where manual precision is essential. For sensitive datasets, DataVLab offers EU only annotation under GDPR aligned workflows.Teams working in autonomous mobility, robotics, medical imaging, retail inventory, agriculture, construction monitoring, and geospatial modeling rely on polygon annotation when precise object geometry is required. Whether you need small batches for testing or large scale production labeling, we deliver consistent accuracy and predictable turnaround.

High precision polygons created by trained annotators for complex shapes.

Multi step quality control with checks on boundary accuracy and class consistency.

Support for large and complex datasets in robotics, healthcare, geospatial AI, and industry.

How DataVLab Delivers High Quality Polygon Annotation Outsourcing

We design polygon annotation workflows that match object shapes, domain requirements, and your expected precision level.

Irregular Shape and Fine Boundary Polygons

Irregular Shape and Fine Boundary Polygons

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Accurate contours for objects that bounding boxes cannot capture

We annotate curved, irregular, or fine edged objects such as tools, cables, body outlines, vegetation, medical structures, and industrial components with careful vertex placement.

Polygon Annotation for Robotics and Autonomous Systems

Polygon Annotation for Robotics and Autonomous Systems

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Detailed shape extraction for navigation and scene understanding

We create polygons for road edges, obstacles, vehicles, pedestrians, traffic signs, machinery, and environmental structures to help robots and autonomous systems interpret their surroundings.

Medical and Biological Polygon Masks

Medical and Biological Polygon Masks

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Precise outlines for anatomical and microscopic structures

We outline organ borders, lesions, vessels, cell regions, and tissue areas in medical or scientific datasets, including multi class and multi region segmentation.

Polygon Annotation for Geospatial and Aerial Imagery

Polygon Annotation for Geospatial and Aerial Imagery

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Detailed object and region boundaries from satellite or drone images

Our teams annotate building outlines, roads, parcels, vegetation types, water regions, and land cover polygons to support urban planning, agriculture, and environmental monitoring.

Industrial and Manufacturing Polygon Annotation

Industrial and Manufacturing Polygon Annotation

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High precision masks for inspection and quality control

We create polygons around defects, cracks, components, welds, tools, and irregular surfaces so that industrial AI systems can detect anomalies more accurately.

Polygon Annotation QA and Refinement

Polygon Annotation QA and Refinement

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Quality checks focused on pixel alignment and mask accuracy

Our review process includes vertex correction, overlap checks, boundary alignment validation, and class level audits with instructions refined over time.

Discover How Our Process Works

1

Defining Project

We analyze your project scope, objectives, and dataset to determine the best annotation approach.
2

Sampling & Calibration

We conduct small-scale annotations to refine guidelines, ensuring consistency and accuracy before scaling.
3

Annotation

Our expert annotators apply high-quality labels to your data using the most suitable annotation techniques.
4

Review & Assurance

Each dataset undergoes rigorous quality control to ensure precision and alignment with project specifications.
5

Delivery

We provide the fully annotated dataset in your preferred format, ready for seamless AI model integration.

Explore Industry Applications

We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.

Upgrade your AI's performance

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.

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Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted

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