Automotive

Data, tools, and software for intelligent vehicles

Deliver industry-leading autonomous software in a fraction of the time, at a fraction of the cost.

contact us

Master the core challenges of intelligent vehicle development

Scaling autonomy requires overcoming the critical hurdles of manual labeling, data scarcity, and sensor complexity.

  • Labeling bottlenecks

    Manual 3D annotation of video data is a primary cost and time driver in the development cycle.

  • Data scarcity

    Interactive real-world traffic data is scarce, limiting training and testing of the autonomy stack.

  • Complex sensor setups

    Multi-sensor ADAS systems incur high hardware costs, integration efforts, and system complexity.

Discover the power of our automotive product suite

Leverage our spatial AI toolbox to extract structure, motion, and context from standard video data with highest precision. Benefit from our off-the-shelf or custom-built traffic datasets and our scenario mining tool to train and test intelligent vehicles at scale.

Explore product
Spatial AI toolbox for 3D scene understanding from video data

See how our customers use our product

Across autonomous driving and driver assistance, we save our customers time and resources in bringing intelligent vehicles to market.

Autolabeling

Use our algorithms to extract all objects in the scene in 3D from dashcam or drone footage, fully automatically and with highest precision. We also provide the tools to anonymize these videos or extract additional features such as traffic light states.

3D object tracks
Anonymization
Traffic light states
Training and testing

Train modular and end-to-end architectures with our existing or custom-built traffic datasets, or validate your software in virtual scenarios. Our scenario mining and semantic video search tools allow you to curate the data and find relevant scenarios to accelerate your data loop.

Traffic data
Scenario mining
Video search
Real-time 3D perception

Run our high-accuracy, camera-only 3D perception in real time on your vehicle using our edge software. Models are fine-tuned through our advanced active learning pipeline and proprietary 3D labeling tool, built on years of cutting-edge research.

3D object tracks
3D labeling tool

Download our free research datasets

We offer research institutions free access to multiple urban datasets to advance the state of the art in autonomous driving.

Discover
Munich
Urban traffic dataset for autonomous driving development
San Francisco
Simulation-ready traffic data for virtual autonomous driving validation
Sindelfingen
Simulation-ready traffic data for virtual autonomous driving validation
Stuttgart
Simulation-ready traffic data for virtual autonomous driving validation
Berlin
Urban traffic dataset for autonomous driving development

Boost your product with DeepScenario

Learn how our customers benefit from our product in their use cases.

  • Autolabeling

    Automated 3D detection and tracking in videos that is 47x faster and 3x cheaper than manual labeling.

  • Training and testing

    Immediate access to thousands of kilometers of ready-to-use traffic data with custom datasets on demand.

  • Real-time 3D perception

    Cost-effective, camera-only ADAS systems with simple sensor setup and no fusion complexity.

We use cookies to enhance your browsing experience, evaluate website usage, and serve marketing content. Visit our Privacy Policy for more information.