Powering your AI models with high-quality 3D data
Our 3D data annotation services help you to become leaders in spatial intelligence.
Leverage our human ingenuity to label your novel datasets.
Our Services
We help you to get from raw 3D data to AI-deployment readiness.
AI models rely on high-quality data to ensure their effectiveness. No matter the use case, we're here to help you supercharge your AI pipelines. We use human intelligence-led annotation methods to ensure high levels of accuracy for complex requirements.
Our experts work closely with your teams to integrate and collaborate on your annotation journey, always keeping an eye out for any optimisation suggestions along the way.
What is Data Annotation?
Better data leads to better AI. Data annotation is the critical process of labeling datasets so machine learning models can generate dependable results. We leverage the perfect mix of human insight and AI efficiency to deliver the high-quality data needed to power your most complex use cases.
Our Offering
We help you meet your 3D AI model's specific needs with high-quality data annotation.
Bounding Boxes
Ideal for object detection models.
Semantic Segmentation
For scene understanding models.
Instance Segmentation
For instance segmentation and panoptic segmentation models
Polylines and Lanes
For HD mapping and lane detection models.
Landmark and Keypoint
For pose estimation and alignment models.
Leverage the power of high-quality data
Optimise Model Performance
3D AI models are highly sensitive to ground truths. In 3D space, the margins between great, passable and needing improvement can be small.
High quality annotation can be the difference between an AI model performing as expected and drifting away from ground truth.
High quality annotation can be the difference between an AI model performing as expected and drifting away from ground truth.
Learn Faster
Properly annotated datasets can help your AI models learn faster. Bring products to market sooner and ensure your enterprise is at the bleeding edge of innovation.
Cut the time and overhead needed and make the most of expensive AI model development.
Cut the time and overhead needed and make the most of expensive AI model development.
Build a Business Moat
Provide your business with stability in highly competitive sectors. A strong AI model aligned with high quality annotated data as a backbone can give your business an edge.
Keep other entrants into your market space at bay. Outperform them at every opportunity.
Keep other entrants into your market space at bay. Outperform them at every opportunity.
Real-world 3D point cloud
Agriculture and farming
Create digital twins of fields, measure biomass, monitor growth rates. Optimise yields by only allocating resources where needed.
Polylines
Navigate crop rows and map irrigation channels
Semantic segmentation
Calculate biomass
Bounding boxes
Label machinery and avoid obstacles
Autonomous vehicles
Process LiDAR data to navigate safely through traffic, avoid collisions and label edge case objects.
Bounding boxes
Track objects and pedestrians
Polylines
Keep lanes and track curbs
Keypoints
Detect pedestrian intent through pose analysis
Construction & BIM
Monitor project progress, ensure buildings are to-specification and compare physical reality to BIM designs.
Bounding boxes
Ensure machinery is in its specified zone, away from hazards
Instance segmentation
Isolate and identify individual structural components
Semantic segmentation
Automatically track building progress by percentage completion
Advanced manufacturing
Make factories and production lines smarter. Use 3D sensors to perform automated optical inspections, map the entire workfloor and uncover workflow optimisation opportunities.
Semantic segmentation
Label safezones and alert when these are breached
Polylines
Train AGV and AMR navigation paths to move objects from A to B
Instance segmentation
Verify complex assembly with many individual components
Smart cities
Create high-fidelity 3D maps and digital twins to better understand urban environments. Leverage spatial intelligence to plan infrastructure.
Bounding boxes
Monitor vehicle, cyclist and pedestrian flows
Semantic segmentation
Analyse how land is used and classify key categories
Instance segmentation
Identify individual structures and green area density