Predicting on-street parking violation rate using deep residual neural networks

, when used in such scenarios. The effectiveness of the developed system is validated using experiments on a large-scale dataset, which contains more than 3.9 million scans for illegally parked cars collected by the municipal police in Thessaloniki, Greece.