Traffic Road Object Detection Polish Traffic Road Object Detection

This dataset contains 11k annotated images of Polish roads, specially curated for the object detection task. The data was collected using car-mounted cameras on Polish roads, mainly in Krakow. The images capture a variety of scenes, including different road types and various lighting conditions (day and night).

The dataset contains the following 11 object categories: cars (vehicles without trailers), different traffic signs (traffic signs other than warning and prohibition signs, mainly information and command signs), green lights (green traffic lights for cars only; green lights for pedestrians are not annotated), motorcycles, pedestrians (people and cyclists), crosswalks (pedestrians crossing the street), prohibition signs (all prohibition signs), red lights (red lights for cars only; red lights for pedestrians are not annotated), speed limit signs (speed limit signs), trucks (vehicles with trailers), warning signs (warning signs).

Annotation process

Annotation was performed using Roboflow. A total of 2,000 images were manually annotated and another 9,000 images were generated through data augmentation. Annotation techniques applied included cropping, saturation, brightness, and exposure adjustments.