Privacy Settings
By clicking “Accept”, you agree to the storing of cookies on your device to enhance site navigation, analyze site usage, and assist in our marketing efforts. View our Privacy Policy and Cookie Policy for more information.

Project AIPaC

Automatic passenger counting in public transport with cameras and intelligent software for better operational processes and planning security - AIPaC


October 19, 2021

Automatic passenger counting in public transport with cameras and intelligent software for better operational processes and planning security - AIPaC

Automatic passenger counting in public transport with cameras and intelligent software for better operational processes and planning security - AIPaC


Public transport is subject to strong fluctuations in demand. In the short term, major events can increase occupancy locally. In the long term, the settlement of new employers, new city districts and the general trend towards urbanization pose challenges for planners. Cameras are installed in many vehicles and train stations for security reasons. With the help of modern image processing, passenger flows can be measured and microscopic and macroscopic trends in demand can be reliably forecasted.

Project goal

The Artificial Intelligence Passenger Counting (AIPaC) project improves operational processes and planning security in public transport with the help of data-based analytics and forecasts of the number of passengers in vehicles and on platforms. Operators and passengers alike benefit from the data collected through tailor-made timetables and improved conditions at stations and in trains.

The aim is to develop high-precision passenger counting and forecasting software that evaluates the existing security cameras on local servers in real time and in compliance with data protection regulations.


As part of the project, passenger counting software tailored to the needs of local public transport and based on artificial intelligence is being developed and tested. In addition to passenger counting, a learning system is being developed with the help of which forecasts can be made about future demand. This should enable an improvement, flexibility and increase in efficiency of the public transport offer.

More about Isarsoft

With Isarsoft Perception, your camera systems become part of your business intelligence. Whether the goal is to increase efficiency, customer satisfaction or safety, Isarsoft Perception provides the insights needed for informed decisions.

The Isarsoft Perception Dashboard

Contact us, to learn more about how to turn security cameras into intelligent sensors.

Profile AIPaC

Network coordinator: Isarsoft GmbH | Lichtenbergstrasse 8 | Garching near München

Funding Amount: 33.311,00€

Project duration: 01/2021 - 12/2021

Project partner: Isarsoft GmbH | Lichtenbergstr. 8 | Garching near München

Contact: Isarsoft GmbH | Oskar Haller | +49 89 21536242


Press release project start


Learn more at

What’s a Rich Text element?

The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.

Static and dynamic content editing

A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!

How to customize formatting for each rich text

Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.

Optimize your business processes.

Improve business processes with video-based business intelligence from Isarsoft.

Explore More Publications

Traffic analysis using video analytics software

Things to consider when choosing Video Analytics Software

The right way to go about choosing video analytics software differs from person to person, but there are a few factors common to all. The Isarsoft Guide on how to choose video analytics software details the common factors, in addition to providing insight about applications, features, and benefits.

Learn more
Conversion in retail

Conversion in Retail: The Guide to Performance Measurement and Optimization

Brand awareness and sales are two sides of the same coin in retail, linked by a common denominator - conversions. We have compiled the ultimate guide to 'conversions in retail' for you, in order to better highlight how and why video analytics plays an important role in the domain.

Learn more
Space Usage in a Train Station

How Isarsoft Perception can be used to measure Space Usage in Train Stations

Isarsoft Perception can be used to measure the usage of available space at train stations. Important not just for infrastructural improvement, this function also helps personnel understand the flow of people in the train station and what can be done to simplify it.

Learn more