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 camera-only scenario reconstruction, data coverage, and sensor complexity.

  • Camera-only reconstruction

    Reconstructing scenarios solely from camera data – without LiDAR – is highly complex and requires sophisticated AI tools.

  • Data gaps

    Collecting real-world driving data is time-consuming and costly, leading to major data gaps in training and testing loops.

  • 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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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.

Drive log virtualization

Convert your camera data into virtual 3D scenarios using our leading visual localization and 3D object detection and tracking algorithms. Our AI pipeline processes any video input, including low-resolution data from ADAS fleets. We also provide the tools for video anonymization.

3D object tracks
Camera localization
Anonymization
Training and testing data

Train and test modular or end-to-end architectures using our existing or custom-built traffic datasets, sourced from drone campaigns or smart dashcam fleets. 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.

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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.

  • Drive log virtualization

    Scalable, high-accuracy 3D scenario reconstruction directly from camera-only drive logs without LiDAR.

  • Training and testing data

    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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