PP4AV is the first public dataset with faces and license plates annotated with driving scenarios.
P4AV provides 3,447 annotated driving images for both faces and license plates.
For normal camera data, dataset sampled images from the existing videos in which cameras were mounted in moving vehicles, running around the European cities.
The images in PP4AV were sampled from 6 European cities at various times of day, including nighttime.
This dataset use the fisheye images from the WoodScape dataset to select 244 images from the front, rear, left, and right cameras for fisheye camera data.
PP4AV dataset can be used as a benchmark suite (evaluating dataset) for data anonymization models in autonomous driving.
