Computer Vision Annotation
Access precise computer vision solutions with our expert image and video dataset annotation services.
Looking for reliable Computer Vision Annotation Services across the UK, US, Europe and Africa? Aya Data partners with you to deliver precise annotations, accelerating AI and machine learning success. Achieve your AI goals with us!
What is Computer Vision Annotation?
Computer vision annotation is the process of labeling and marking up visual data (images and videos) to train AI systems to recognize and understand objects, scenes, and their relationships. This human-guided task involves identifying, categorising, and drawing boundaries around specific elements, helping machines learn to interpret visual information accurately and consistently.
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Computer Vision Annotation Services
Aya Data provides expert computer vision annotation services, using advanced tools to create precise, customized datasets for AI and machine learning projects.
Bounding Boxes
Our computer vision experts use bounding box annotation to detect and define object locations in images and videos. By carefully drawing rectangular frames around target objects, we enable machine learning algorithms to identify and track objects with precision. This essential annotation service supports various industries including medical AI, geospatial intelligence and autonomous vehicles, ensuring accurate object detection and tracking.
Polygon Annotation
Our expert annotators use polygon annotation to precisely outline objects with complex or irregular shapes. By plotting connected points along each vertex and edge, we create tight-fitting polygons that accurately capture the object’s exact silhouette. This detailed annotation method ensures maximum precision for training machine learning models, delivering superior results compared to simpler annotation techniques.
Image Segmentation
Our team specializes in image segmentation, a precise annotation method that partitions images into distinct segments at the pixel level. Each pixel is carefully assigned to predefined classes or categories, allowing for detailed identification of specific objects or areas of interest. This meticulous approach enables machine learning models to understand and process images with exceptional accuracy and detail.
Keypoint Annotation
Keypoint annotation involves precisely marking critical points of interest in images and videos, such as facial landmarks, body joints, or product features. Our annotators create detailed keypoint skeletons by connecting multiple points, enabling AI models to understand spatial relationships and object orientation. This nuanced annotation method powers various applications, from facial recognition to pose estimation and quality inspection systems.
Industries We Serve
We provide high-quality data annotation services across a range of industries and use cases.
Agriculture
Healthcare
Robotics
Use Cases
Learn how AI enhances computer vision across industries, from medical imaging and autonomous vehicles to agriculture and retail, enabling precise object recognition, automation, and data-driven decision-making.
Healthcare
Medical imaging annotation helps AI systems effectively detect abnormalities in X-rays, MRIs, and CT scans for accurate disease diagnosis.
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Robotics
Precise object annotation trains robots to effectively recognize and manipulate items accurately in manufacturing and warehouse environments.
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Agriculture
Crop and soil annotation trains AI to monitor plant health, detect pest infestations and diseases, and optimize irrigation in precision farming.
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Retail/e-Commerce
Visual product annotation trains AI to automatically categorize inventory, detect shelf gaps, and improve product recommendation systems.
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Geospatial
Satellite imagery annotation enables AI to monitor environmental changes, map urban development, and identify agricultural patterns from aerial data.
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Autonomous Vehicles
Annotation of traffic signs, pedestrians, and road conditions enables autonomous vehicles to navigate safely in complex driving environments.
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Autonomous Flying
Aerial image annotation helps drones identify landing zones, avoid obstacles, and navigate safely through complex airspace environments.
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Utilities
Annotated images help AI detect power line damage, inspect infrastructure, and identify potential maintenance issues in utility networks.
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Selected Case Studies
We help businesses of all sizes effectively navigate their AI journey.
What Our Clients Say About Us
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Featured News and Insights
Enjoy featured articles and insights from our experts.
How to Find Training Data for Machine Learning
The Art of the Dataset
Crowdsourcing Vs. Managed Service Vs. In-House Labeling
Manual Vs. Automated Data Labeling
Is Synthetic Training Data the Future of Machine Learning?
Frequently Asked Questions
What are computer vision annotation services?
What types of image annotation are used in computer vision?
How do you ensure quality in computer vision annotation?
What industries use computer vision annotation?
What is the difference between 2D and 3D annotation?
Why is image annotation important for AI?
What are the challenges in computer vision annotation?
Simplify Your AI Development Today!
Do you need help with Data Acquisition, Data Annotation or building a custom AI model? Aya Data is ready to partner with you. Talk to us today!
