Case study


Municipal Roads Administration in Warsaw

Project implementation - 2020/2021.

Problem identified:

Difficult access to parking spaces in housing estates, which are also service centers. There is no information on the actual need for parking spaces, resulting from the migration of newcomers.

Challenges / Objective:

Analysis of drivers' behavior in selected Warsaw districts and assessment of the availability of parking spaces depending on the time of day. Providing comprehensive information in the form of a database of the rotation of parking spaces to the Municipal Roads Administration in Warsaw in order to optimize the operation of Paid Parking Zones.


Inventory of the existing road lane, parking spaces and traffic organization. The use of a mobile mapping system, which based on a set of sensors and a precise geolocation system, using AI algorithms, enables the acquisition and analysis of vehicle behavior in the SPP.

Having full information of the traffic situation and about Paid Parking Zones, we provide statistics that enable for:
* identification of parked cars in the parking zones (resident of the district, city, or a visitor);
* specification of the average time of parking,
* analysis of the rotation of parking slots during the day,
* determining the availability of parking slots during the day (in the vicinity of housing estates, offices, service facilities, etc.).

Technologies used

Mobile mapping system
GIS database
Rotation analysis system
Road imagery
Dynamic AI anonymization

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    Warsaw office:
    ul. Poselska 29
    03-931 Warszawa

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    82-300 Elbląg

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    We meet the needs of modern cities, supporting them in their digital transformation into smart cities. By making a detailed inventory of urban space, in particular the so-called of the road lane, we obtain valuable data for local government and commercial clients, improving the management and maintenance processes of entities subordinate to them. 

    Smart Factor Sp. z o.o. ,
    ul. Poselska 29, 03-931 Warszawa
    NIP: 522-308-82-99 / REGON 366984323

    Entered in the Register of Entrepreneurs of the National Court Register kept by the District Court for the capital city of st. Warsaw, 14th Commercial Division, under the number KRS 0000672154, with a paid-up share capital of PLN 102,000

    Office - tel. 573 984 277
    Sales department - tel. 798 622 487

    Zintegrowany, automatyczny system inteligentnej inwentaryzacji oraz e-kontroli reklam w przestrzeni publicznej, wykorzystujący dane LIDARowe i obrazowe z mobilnych systemów mapowania oraz metody sztucznej inteligencji. Projekt współfinansowany ze środków Europejskiego Funduszu Rozwoju Regionalnego, w ramach Programu Operacyjnego Inteligentny Rozwój 2014-2020. Projekt realizowany w ramach Konkursu Narodowego Centrum Badań i Rozwoju: 1/1.1.1./2020 Szybka Ścieżka.
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