BelgiumTS - Belgian Traffic Sign Dataset custom version

Published: 22 March 2022| Version 3 | DOI: 10.17632/kfngc5jxds.3


BelgiumTS- Belgian Traffic Sign Dataset custom version, Mendeley Data v1. We have extended the BelgiumTS - Belgium Traffic Sign Dataset by creating our custom version. During our dataset design, we have noticed that some classes imbalance containing more images than others but, this does not affect the quality of the data. Specifically, our version consists of several images from various traffic signs split into 34 classes with each class containing photos of different signs.


Steps to reproduce

The training dataset contains 3056 images which are split into an 80/20 ratio regarding training and validation (i.e. 2457/599 images). Lastly, the testing dataset used contains 2149 images.


Democritus University of Thrace, Democritus University of Thrace School of Engineering


Image Database