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.
Our Clients
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
-
-
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
-
3D Annotation Case Study
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.
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.