Data Exports
If you need raw data for a research project or to analyze traffic patterns in your city or your plant's vicinity yourself, we can make it available. With a real-time factor of more than 4.000, we can export arbitrary geo-referenced bounding boxes of floating car data from our corpus.
Map Matching
We can optionally run the data through an HMM-based map matcher to find the most probable routes of the vehicles on the road network. This allows us to augment the data with various additional attributes like the number of lanes or the permissible maximum speed.
Parking
We developed a metric to identify parking within the FCD trajectories. This information helps to identify the popularity of parking spots, their fluctuation and the overall parking pressure for individual streets. Not sure where to install that charging infrastructure? We can give you a hint!
Traffic Analysis
We can help to identify hot-spots for traffic jams in your city or assess the average speed in a given street on a given weekday. Want to know the average traffic density in a quarter? We will develop the data-based metrics most suitable for your questions.
Destination Source
Where do all the motorists on this streets come from and where do they go? How many motorists travel from A to B on a weekday's morning. Would it make sense to change the public-transport schedule? We will help you to answer that.
Travel Times
How far do I get on A7 starting in Bad Hersfeld and travelling east? What is the fastest route between Darmstadt and Frankfurt on a Thursday evening at 4pm? All the answers but a query away.
Ready to Integrate
Connectors for real-time interfaces to all major traffic-management systems gather the current state of signal groups in your city and stream it into the cloud, where state-of-the-art machine learning models are waiting for your traffic data to predict the corridor of signal switch times with astonishing accuracy and precision.
Intuitive Interfaces
While we are waiting for the automobile OEMs to catch up, you can equip your own fleet or institutionalized drivers like taxi operators, nursing services or delivery services with custom, in-vehicle interfaces to reduce operating costs, improve air-quality and traffic flow.
Field-Tested
We already provide interfaces for traffic light assistance in a number of cities with thousands of signal groups being predicted simultaneously. Equip your municipal vehicle fleet with the foresight to reduce costs and emissions or provide the service to your motorists via OEMs or custom mobile applications.
Metrics
What is the running average of energy consumption of the adaptive lamp-posts in a given quarter, what was their peak consumption last night? How often was a specific induction loop triggered and what can we assume about traffic density? We will work with you to identify the metrics that help you make substantiated decisions.
Classification
Is this one of the traffic patterns that usually leads to a cascading effect, causing back-queues right up to the prior junction? With state-of-the-art machine-learning tools integrated into our pipelines, we can leverage the intellectual investement of tens of thousands of developers to solve your problems.
Regression Analysis
Incredible advancements with regard to the quality, applicability and availability of machine-learning algorithms and tools were made in the last years. PyTorch, scikit-learn, TensorFlow .. all but a git clone away. Put science to work to get the answers valuable to your city, your business.
Would you like to know more about Analytics?
Dr.-Ing. Stefan Radomski
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