Autonomous vehicles depend on a wide range of machine learning systems to perceive their surroundings accurately enough to coordinate with other vehicles and drive safely on public roads. Cameras and sensor fusion are used for autonomous vehicles to find lanes, estimate road curvature, and detect obstacles like traffic cones or fallen trees. In addition, lidar and radar detection systems are used for autonomous vehicles to calculate their distance from other vehicles and obstacles.

Lionbridge provides image classification and annotation services so that autonomous vehicles can navigate their environment in both rural and urban areas. If you don’t already have an image or video dataset ready for annotating, we can also create custom datasets for your project. Your autonomous vehicle training project will be fully managed on our platform. Our project management team will also handle everything from sourcing expert annotators for the task at hand, to optimizing the schedule and budget according to your needs.

Our Services for Autonomous Vehicles

Train your autonomous vehicles to interpret their environment in real-time using images precisely annotated by Lionbridge’s 500,000 contributors.

Image Annotation for Autonomous Vehicle Training

2D bounding boxes
3D cuboids
Lines and splines
Landmark annotation
Semantic segmentation
Pixel-precise segmentation
Image classification and categorization

Our Image Annotation Platform

Lionbridge’s image platform supports a wide range of annotation types, including 2D bounding boxes, 3D cuboids, and lines and splines.

How it Works

how to crowdsource data

1. Project set-up

Our team will work with you to develop a custom solution based on your project objectives and timeline.

how to crowdsource data
how to crowdsource data

2. Production

Our crowd of multilingual experts get to work creating, annotating or validating your data.

how to crowdsource data
how to crowdsource data

3. Delivery

Our project management team checks, packages, and formats the data before being sent to you for final approval.

how to crowdsource data

Why Lionbridge?


Our SmartCrowd™️ includes 500,000 image annotators on our proprietary platform. Lionbridge’s project management team also ensures that high-volume datasets can get cleaned and annotated quickly.


Lionbridge accepts a selective 3% of applicants to our contributor pool, and all of our contributors have passed our rigorous, multi-tiered testing system. Our contributors also undergo regular performance revaluations to ensure that we maintain the highest standards.


With 20 years of experience in machine learning, we can help you solidify your AI business strategy. We’ll also manage your AI projects from start to finish to ensure that you get great results.

1 million+ Contributors
300+ Languages
20+ Years of Experience

Autonomous Vehicle Training Data Pricing

How much does training data for autonomous vehicles cost? The Lionbridge platform streamlines much of the process, allowing us to offer one of the most cost-effective data solutions in the industry. Contact us to get a free estimate for your project.

  • Account Manager
  • Project Management
  • 24/7 Support
  • API
  • NDA
  • Volume pricing
  • Custom reporting
  • Enterprise-grade SLAs
  • Custom invoicing
  • Consulting services
Get in touch with our team today