-
Services
computer vision
self-serve
- Industries
- Pricing
- About
- Careers
-
Resources
- talk to us
Data Labeling for Autonomous Vehicles
Label high-volume automotive sensor data for ADAS, AVs, and in-cabin AI.
RUN FREE PILOTTrusted by 200+ customers
Use Cases for
ML Engineers
LiDAR and camera mislabels reduce model accuracy
Camera-only detection; no sensor alignment
AI Product Managers
Hard to scale quality annotation on tight deadlines
Poor visibility into task progress and delivery
Automotive Startups
Small teams can’t handle large annotation volumes
Edge cases slip through slow or basic QA
Enterprise AV Teams
Need ISO-compliant, secure annotation workflows
Require consistent LiDAR, video, and radar alignment
Data Annotation Use Cases for Automotive AI
Detecting gaze direction, attention, and drowsiness for driver monitoring systems.
Labeling head orientation and emotional states for driver behavior analysis.
Detecting gaze direction, attention, and drowsiness for driver monitoring systems.
Labeling head orientation and emotional states for driver behavior analysis.
How It Works
Free Pilot
Submit your sample data and we’ll annotate it with no obligation on your side.
QA
We review accuracy, edge-case detection, and sensor consistency.
Proposal
You receive a tailored plan with scope, timelines, and transparent pricing.
Start Annotation
Our team labels your datasets using multistep QA workflows.
Delivery
Get export-ready data in your required format.
Calculate Your Cost
Estimates 
For other use cases
send us your request to receive a custom calculation
Send your sample data to get the precise cost FREE
Reviews
What Our Clients Say
Label Your Data has successfully collected data from public sources, annotated missing skeletons, and validated pre-annotations for almost 15,000 images. Although their instructions are sometimes unclear, the team has received praise for their flexibility and speed. They also communicate via email.
Jack Prescott
Software Engineer, Nex
Label Your Data has delivered high-quality data labels, which have received positive client feedback. Their team produces outputs on time and solves challenges without upselling. They also communicate effectively through virtual meetings.
Ben Niehaus
CTO, SpexAI GmbH
Label Your Data's support has been crucial in developing the client's computer vision perception algorithms. They lead a simple and effective collaboration by responding quickly to concerns and questions and delivering everything on time.
Piotr Swierczynski
Director of Engineering, NODAR
Label Your Data provided the client with high-quality annotations and added to the number of annotations in the client's portfolio. The team was consistently available for questions or updates that needed to be added to the data set. The client was impressed with the team's communication skills.
Josha Bharadwa
Software Architect, Searidge Technologies
Label Your Data continues to work diligently for the client. They consistently provide training data for different document types and languages. Furthermore, they are excellent communicators and collaborators, and their ability to serve high-quality services is outstanding.
Luca van Skyhawk
VP of Customer Success, Hypatos GmbH
After engaging with Label Your Data, the client has seen a reduction in error rate and success with model accuracy running on production. The team delivered on time and was communicative in their approach. The client was impressed with the steps Label Your Data took to ensure accurate QA testing.
Radouane Kaddari
Machine Learning Engineer, Peter Park
Why AI Teams Choose Label Your Data
Data Annotation for Complex Environments
Rely on consistent, high-quality output for complex datasets, detailed taxonomies, and edge cases.
Structured Quality from Pilot to Production
Get quality engineered into every step through onboarding, evolving guidelines, QA, and continuous feedback.
Flexible and Scalable Operations
Adjust team capacity, project size, and delivery model as you scale, with no setup fees or long-term lock-ins.
An Integrated Delivery Partner
Align on goals, workflows, and expectations with a team that integrates into your process from day one.
Projects Led by Annotation Experts
Work with former annotators who understand annotation complexity, quality standards, and high-volume delivery.
Request a pilot
Tell us more about your project and data
Thank you for contacting us!
We'll get back to you shortly
After running pilots with several annotation providers, Label Your Data delivered the strongest results by a clear margin, standing out on turnaround time, annotation quality, and the responsiveness of their feedback loops.
Maxime Debarbat
Senior ML Engineer (GenAI)
Trusted by ML Professionals
FAQs
What is annotation in automotive?
Annotation in automotive AI teaches models to detect objects, lane markings, pedestrians, and driver behavior by labeling sensor data like LiDAR, camera, and radar. Expert annotation service providers like Label Your Data deliver high-accuracy annotations to help automotive teams train safer, smarter models.
What types of data do you annotate for automotive AI?
We annotate various data types including LiDAR, camera, radar, IMU, and support multi-sensor fusion to provide comprehensive datasets for your models.
What challenges should you consider in autonomous vehicle data collection?
Autonomous vehicle data collection must capture a wide range of environments, weather conditions, and edge cases, while ensuring sensor synchronization across LiDAR, camera, and radar. We at Label Your Data support this process by offering both data collection and annotation services, helping you build high-quality datasets and scale training faster.
Can you support sensor fusion annotations?
Yes, we specialize in sensor fusion annotations, ensuring accurate alignment across LiDAR, RGB camera, and radar data, with temporal consistency across frames.
What to look for when choosing data annotation services for autonomous vehicles?
Look for services experienced with LiDAR, camera, radar, and sensor fusion annotation, strong QA workflows, ISO 27001 certification, and success in AV and ADAS projects. Label Your Data meets these standards and offers a free pilot to validate quality before scaling.