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.

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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.

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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 tracking
Anonymization
Traffic light states
Training and testing

Train AI models or validate your software in virtual scenarios using our extensive database of existing or custom-built traffic datasets. 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 tracking
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.

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Munich
San Francisco
Sindelfingen
Stuttgart
Berlin

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.

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