Automatum Data provides high‑precision traffic datasets generated by AI‑driven extraction of vehicle trajectories from top‑view drone footage. The data include sub‑centimeter accurate dynamic trajectories and static road geometry in OpenDrive XODR and IPG Road5 formats, delivered as ready‑made packages or custom data‑as‑a‑service compatible with simulation tools like IPG CarMaker and MathWorks RoadRunner. This enables autonomous‑vehicle developers and verification teams to test advanced driver‑assistance systems with realistic, real‑world traffic scenarios.
Funding
Funding not disclosed
Founders
Product
Problem
Testing autonomous driving systems requires realistic traffic scenarios, but existing simulation inputs often rely on approximated or synthetic data that do not capture the variability of real human driving behavior. This gap makes it difficult to verify Level 3 and higher functions under conditions that reflect actual road user dynamics.
Solution
Automatum Data generates high‑precision traffic datasets by processing top‑view drone footage with AI algorithms that extract vehicle trajectories in world coordinates. The resulting data include both static road geometry (OpenDrive XODR, IPG Road5) and dynamic time‑series information (JSON) compatible with major simulation platforms such as IPG CarMaker and MathWorks RoadRunner. Customers can obtain ready‑made fixed datasets or request custom private datasets based on their own footage, enabling seamless integration into existing simulation pipelines. A fully automated pipeline continuously expands the database, ensuring a broad coverage of highway, urban, and country‑road scenarios that reflect real human driving patterns.
Target Audience
Primary customers are autonomous vehicle developers, simulation engineers, and verification teams that need realistic traffic inputs for scenario‑based testing of advanced driver‑assistance systems.
Features
- AI‑driven extraction of vehicle trajectories from aerial drone video delivering sub‑centimeter positional accuracy
- Delivery of static road network data in industry‑standard OpenDrive XODR and IPG Road5 formats
- Dynamic traffic data provided as time‑series JSON compatible with leading simulation tools
- Fixed‑dataset packages for immediate use and on‑demand data‑as‑a‑service for bespoke scenario creation
- Integrated data utility tools to accelerate dataset onboarding and validation
- Proven data quality with vehicle velocity cross‑correlation of 99.983 %