Dataset of images of buildings facades with marked building elements (doors, windows) and advertising banners, used in "Detecting advertising on building façades with computer vision" research paper (https://www.researchgate.net/publication/336081469_Detecting_advertising_on_building_facades_with_computer_vision)
Dataset contains about 600 photos of buildings from Saint-Petersburg, Russia, marked up with 6 object classes:
- window
- door
- arch
- cantilever
- signboard
- win_ad
First three are just building parts, last 3 are different kinds of advertising. Markup is done in YOLOv5 format.
Example of recognition:
We also have a trained YOLO v5 large network. It is about 400 Mb, so we did not put it into this repository. If you need it, please contact us at evsmirnov@itmo.ru