Simulate all scenarios that
you can imag|

You define the scenario, we deliver the data. Movement data of road users from drone top view perspective with the highest precision.

img

Scaling real world behaviour into your simulation

Don't approximate the real world - use extensive datasets with real-world road user behavior from drone footage!

Highway
Urban Traffic
Country Road
drone

Automated driving needs scaled verification

The real world variance has to be part of your testing, what can be challenging. Data driven scenario based testing transforms this problem to something hand able and the results realistic.

Instead of manually approximate every scenario use real traffic data to challenge your Level 3 functions with real human driving behavior.

img

From air to traffic data

Top view footage is processed by AI to generate high precision driving trajectory’s. A fully automated pipeline is feeding a continuously growing database of scenarios.

We deliver suitable data directly for your existing simulation environment.

Our offer

Datasets

We provide fixed datasets As a complete package to feed Your simulation.

Data as a service

You know your requirements or you already have the footage, we deliver your private dataset. Including static and dynamic world.

Data Utility

All datasets come with a rich utility to get started as fast as possible.

Automatum Datasets

Data Formats

All datasets are delivered in industry standard formats:

  • Static world: OpenDrive XODR and IPG Road5
  • Dynamic world: Time series JSON
  • Compatible with IPG Carmaker
  • Compatible with Mathworks RoadRunner
  • Data Quality

    Our datasets maintain the highest quality. The quantitative metric in world coordinate system were:

  • cross correlation of vehicle velocity: 99.983 %
  • cross correlation of vehicle acceleration: 96.958 %
  • The dataset and validation was peer reviewed and published at IEEE conference IV2021.

    Open Highway

    open_data_ex_img
    Driven kilometres

    0

    Hours of recording

    0

    Key-Features:
    • Highway without entrances and exits
    • Free floating traffic
    • Free usage (CC BY-ND)
    Completed dataset

    Highway

    ramp_ex_img
    Driven kilometres

    0+

    Number of objects

    0+

    Key-Features:
    • Variation in entrances and exits
    • Lane count variance
    • Various traffic flow
    Dataset is continuously growing

    Highway ALKS

    alks_ex_img
    Driven kilometres

    0+

    Hours of recording

    0+

    Key-Features:
    • No construction sites
    • Velocity 60 km/h
    • Including ramps
    Dataset is continuously growing

    Crossing

    Crossing Illustration for dataset
    Different Crossings

    0+

    Number of objects

    0+

    Key-Features:
    • Different traffic flow control types
    • Various traffic density
    • Complex road geometry
    Dataset is continuously growing

    Roundabout

    roundabout Illustration for dataset
    Different Roundabouts

    0+

    Number of objects

    0+

    Key-Features:
    • Arm count variance
    • Lane count variance
    • Various traffic flow
    Dataset is continuously growing

    Open Automatum Processing Utility

    To make the work with our data as easy as possible, we provide our own Python utility to interface the data.
    Get our free python utility with pip.
    ~$ > pi|
    Load a Recording

    Load a data set with a few lines of Python code and access the dynamic and static data.

    1 2 3 4 5 6 7 8 9 import os from openautomatumdronedata.dataset import droneDataset # Import automatum package path_to_dataset_folder = os.path.abspath("datasets/highwayautumn-945ee2ff-4e82-407c-a15b-7161876b4248") dataset = droneDataset(path_to_dataset_folder) # Load automatum data from local file system dynWorld = dataset.dynWorld # Get the representation of the dynamic world statWorld = dataset.statWorld # Get the representation of the static world
    Compatible with Mathworks RoadRunner

    Our datasets are compatible with Mathworks RoadRunner. Load the data into your simulation environment and start the analysis.

    Roadrunner image

    Get in touch with us

    We would be happy if you reach out.
    We'll get back to you in 1-2 business days.
    img

    © Automatum Data, 2025, Kronach. All rights reserved