Metody zpracování dat pro dopravní účely

Data processing methods for transport purposes

software

required - optional free

Špaňhel Jakub, Ing., Ph.D. (DCGM FIT BUT)
Beran Vítězslav, doc. Ing., Ph.D. (DCGM FIT BUT)
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT)
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT)

traffic analysis; pedestrian and vehicle detection; vehicle classification; vehicle re-identification

Modular traffic analysis software integrating a set of data processing methods for traffic analysis purposes. These include object detection (pedestrians, vehicles), vehicle classification (determination of vehicle manufacturer & model; vehicle color), extraction of visual features for re-identification of vehicles in uncontrolled environments. The presented software defines a data workflow for the above described methods in the field of traffic analysis and standardizes their interfaces for each method. This step allows to run the software with different neural network models for each method and to define a custom ratio between prediction accuracy and data processing speed. 

https://git.fit.vutbr.cz/SaSTraSAT/TrafficAnalyser