Metody zpracování dat pro dopravní účely

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.