The dataset is composed of videos containing different types of vehicles travelling on diverse kind of roads, normally highways. Unless the contrary is explicitly said, all videos are in RGB. Three sources have been used to compose this dataset, which are:
All sequences from the dataset, except from UA-DETRAC ones, were recorded with traffic cameras which introduce much compression in images, while UA-DETRAC sequences were recorded with a high-quality CANON camera. DGT and Gelderland databases have been gathered for the GTI specifically for the DGT Project, while UA-DETRAC Database does not come from the GTI, but it already exists publicly.
- Nighttime: Vehicle
- Daytime: Bus, Car, Lorry, Van, Bicycle, Motorbike, Car with trailer, Lorry with trailer, Van with trailer
Image database for vehicle recognition
Andrés Bell: https://www.gti.ssr.upm.es/andr%C3%A9s-bell.html
Carlos R. del Blanco Adán: http://gti.ssr.upm.es/carlos-r-del-blanco