3D Point Cloud Annotation
Delivers expert data annotation for autonomous vehicle projects. Our in-house teams ensure your self-driving models are trained accurately and efficiently.
Diverse Data Types for 3D Point Cloud Annotation
1. CUBOID
Cuboids are a core 3D annotation format, allowing objects to be tagged and tracked in space by outlining their full dimensions – height, width, and depth
2. SEGMENTATION
Capture every detail in a scene, from foreground objects to background elements, to provide your model with a fully mapped and richly detailed environment
3. POLYLINES
Labels infrastructure elements – like roads, pipelines, and wires – to help your model interpret the scene accurately
4. KEYPOINTS
Provides detailed labels for small objects, helping AI grasp subtle scene details
Extensive 3D Point Cloud Annotation Use Cases
1. SELF-DRIVING VEHICLES
As automated driving advances, vehicles must quickly and accurately understand their environment—from road structures and maps to moving cars, cyclists, pedestrians, and traffic signals
Achieving true autonomy requires teaching vehicles to reliably detect and interpret all these elements
2. SMART CITIES
Leverage advanced AI-powered point cloud classification to enhance the safety and reliability of electric power lines by automatically identifying critical assets and risks
By calculating precise distances between conductors and vegetation, utility companies can proactively identify risk zones and schedule targeted maintenance or trimming before violations occur – preventing outages, wildfires, and regulatory penalties
high-quality 3D Point Cloud Annotation?
Our Advantages
Work with us to build a powerful data pipeline that fuels your machine learning and computer vision applications.
Trusted by global tech leaders for our skilled teams, flexible pricing models, and enterprise-grade quality
SCALABLE
Get fast results with high throughput and on-demand scalability. Whether you need 10,000 annotations or 100,000+, we handle projects of any size and scale effortlessly as your labeling needs grow
COST EFFECTIVE
Leverage competitive labor costs and flexible pricing models to meet diverse requirements with options for fixed rates on one-time projects or subscription plans. Our services outperform most data annotation providers in value, with discounts of up to 20% for large datasets
SUPERIOR QUALITY
We define measurable KPIs, such as accuracy and precision, and support them with a clear statistical QA process. 3 layers of human quality verification ensure remarkable results. This ensures consistent, high-quality output and helps you achieve your project goals efficiently
IN-HOUSE TEAM
Smart Annotahub delivers high-quality image and video datasets precisely tailored to your requirements. We assemble dedicated, multi-tiered teams led by experienced specialists, ensuring efficient management, scalability, and adaptability
SECURE
We safeguard your data through strict confidentiality protocols. All data is collected from reputable, legally compliant sources, and any data we create or annotate is high-quality and ready for use in your AI models
Workflow
Our 3D Point Cloud Annotation Workflow
Sign NDA
Ensure your information stays confidential
Analyze Requirements
Hearing and clarifying requirements
Pilot and Estimation
Using your sample dataset to demonstrate our capabilities and validate our approach. Present estimation
Setup & Communication
Establishing clear communication protocols and a shared timeline, utilizing consistent tracking systems throughout the entire project
Agreement
Finalizing the Service Level Agreement (SLA) and contract terms based on your feedback of pilot dataset
Team Assemble & Training
Assemble the right team for each project and train them under experienced leaders to ensure full alignment on guidelines and quality expectations
Kick-off Project
Our annotation team executes the project per the agreed plan, closely tracking progress and KPIs of each annotation specialist
Quality Assurance & Delivery
All annotated datasets undergo at least a 3-stage quality assurance before delivery. We conduct feedback to gather insights, ensuring continuous service improvement
Ready to work with Smart Annotahub to enhance your AI Models?
Whether you have questions about our services or want to explore partnership opportunities
Headquarters
52 Lien Ha, Lo Khe, Thu Lam, Ha Noi, Viet Nam
General inquiries
+8485-5633-339
Email address
contact@smartannotahub.com