What is 3D Annotation?

3D annotation transforms complex spatial data into insights machines can understand. Our team skilfully labels 3D objects, scenes, and environments, creating the foundation for AI that truly grasps rich, real-world environments. From autonomous vehicles navigating city streets to robots interacting with their surroundings, our work supports clients’ advances in 3D perception and analysis.

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3D Annotation Services Available

We offer a comprehensive suite of 3D annotation services, including point cloud labelling for LiDAR, 3D bounding box creation, 3D polygon annotation, and 3D semantic segmentation. Our team of experts uses state-of-the-art tools to deliver high-quality annotations tailored to your specific project needs. From autonomous vehicles navigating city streets to robots interacting with their surroundings, our work supports clients’ advances in 3D perception and analysis.

3D Bounding Boxes

3D bounding boxes encapsulate objects in 3D space, providing position, orientation, and dimensions. Our team precisely places these boxes around objects, crucial for tasks like autonomous driving.

3D Polygon Annotation

3D polygon annotation creates detailed outlines of objects in three-dimensional space. We trace complex shapes, ideal for applications requiring fine-grained object segmentation.

3D Semantic Segmentation

3D semantic segmentation assigns class labels to individual points or voxels in a 3D scene. Our annotators carefully categorise each element, enabling AI to understand complex 3D environments.

3D Point Cloud Labelling

Point cloud labelling involves annotating 3D data from LiDAR sensors or 3D scans. Our team segments and classifies point clusters to identify objects like vehicles, pedestrians, buildings, and terrain features.

Why Use Aya for Your 3D Annotation Project

BOOK A MEETING

Exceptional Customer EXPERIENCE
1. Clear, timely communication throughout projects
2. Value-driven customer engagement and success
3. Flexible timeframes for project requirements
4. Efficient annotation workflow management
5. Transparent pricing and policies
Unwavering QUALITY

1. Consistently exceeding client expectations

2. Adaptable, innovative annotation solutions

3.Speedy and accurate annotation processes

4.Clear escalation paths for issues

5.ISO, GDPR, SOC2 compliance
Unparalleled EXPERTISE

1. Experienced, full-time annotation specialists

2. Domain-specific knowledge across industries

3. Geospatial data annotation experts

4. LiDAR labelling and 3D specialists

5. Skilled in 3D annotation tools

Industries We Serve

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Agriculture

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Healthcare

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Robotics

Aya Data provides high-quality data annotation services across
a range of industries and use cases.

Aerial/geospatial
Agriculture
Automotive

Finance/Insurance

HealthCare
Robotics

Security and Survelliance
Telecommunications
Utilities and Infrastructure

...and many more

Data Annotation Process

STEP 01

Project Scoping

We analyse your data and requirements to develop a bespoke annotation strategy.

STEP 02

Team Assembly

We select and train specialised annotators to match your project's unique needs.

STEP 03

Annotation Workflow

We set up custom tools and processes for efficient, high-quality annotation.

STEP 04

Quality Assurance

We implement rigorous checks and continuous improvement throughout the annotation process.

STEP 05

Delivery and Insights

We provide your annotated dataset, training support, performance analysis, and recommendations for optimisation.

What Our Clients
Say About Us

"We struggled with sales data visualisation using our existing CRM, Aya built a bespoke dashboard to geolocate our sales and display them on a map with a host of other metrics, in incredible detail. This has informed the revision of our entire sales strategy, it has been an invaluable asset."

Rocco Falconer,
CEO, Demeter Holdings

"Aya Data has performed complex 3D data labelling tasks with our machine learning team at Cydar Medical and helped us accelerate our research and development. We especially value their diligence, attention to detail, focus on high quality, excellent teamwork and communication, and record of delivering projects on time and on budget."

Tom Carrell,
Founder and Chief Medical Officer, Cydar Medical

"We worked with Ayadata to build and label huge datasets; their team was responsive and did their job as expected. They were flexible and accommodated our changing schedule, we appreciate working with their team."

DP WORLD

"Aya's value is in consistently delivering very high quality of work over a long period at a reasonable price, without dropping standards. They deal well with complex use cases requiring pixel perfect precision, fast communication means very little rework. This helps us to bring our models to production faster. They have become an invaluable part of our annotation process."

Thomas Perry,
Annotations Manager, Dogtooth

"We had a fantastic experience working with Aya Data. Their professionalism, responsiveness, and dedication to our business needs was truly impressive. They delivered the request data project accurately, on time, and within the quoted budget. We highly recommend their services."

TIDAL

"We’re pleased to have a positive relationship with the whole Aya Data team. They are diligent and committed to continuous improvement and our teams enjoy working together. Utilising V7’s leading platform and Aya’s dedicated annotator workforce, we're pleased to partner with this team, and are one of a few companies that have actively put themselves forward to become V7 accredited."

Lauren Hale,
Partnerships Director, V7 Labs

"We approached Aya to build a bespoke computer vision solution to monitor seedling germination rates using drones. They developed, trained and deployed the models extremely quickly and with excellent results. I now have a single source of truth dashboard to monitor. The success of our reforestation project."

Chris Rothera,
CEO, Oko Environmental

"We had many photos to label in a short period of time, so we decided to outsource the task. Aya Data did not only meet our time constraints, but also our complicated annotation requirements. "

Richard Parcell,
CTO, Earth Rover

"Aya Data have been a reliable partner, covering a range of different use cases and sectors with us. We know we can trust them with complexity, meeting tough deadlines and most importantly to communicate clearly and effectively at all times."

Marley Jones,
Senior Project Manager, Labelbox

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Automated Crop Monitoring for Large-Scale Cocoa Plantation

A major agricultural company sought to optimise crop monitoring, disease detection, and weed identification on a 3000-ha cocoa plantation. Aya Data deployed drones with RGB cameras, LiDAR sensors, and multispectral sensors to capture comprehensive data across the plantation. Our team processed the collected data into structured tiles with geospatial coordinates. This unlocked the door to detailed plantation mapping, plant health assessment, and proactive issue identification.

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Combining Soil Acidity Data with Product Sales to Create Unique Business Intelligence

Demeter valued soil acidity data for sales but struggled to use it effectively. They partnered with Aya Data to create a custom interactive dashboard. This collaboration helped Demeter optimise their sales approach, leading to significant growth after implementation.

Learn more

All Case Studies

Ready to bring your AI project to life?

Do you need help with data acquisition, data annotation or building a custom model, Aya Data is ready to partner with you. Talk to us today!

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