4 seasons, 12 countries, 31 cities, 47.300 images, 238.200 persons.
Pedestrians and riders (on bicycles, mopeds and motorbikes) are annotated.
Recordings of traffic scenes during both day- and night-time.
Coverage of dry and rain/snow conditions, all four seasons.
Recordings contain low sunlight, cloudy conditions, and night-time recordings.
Annotations extend beyond bounding boxes and include overall body orientations and other object- and image-related tags.
More detailed statistics of the ECP dataset.
ECP statistics »
Image examples with annotations and video compositions.
ECP examples »
Detection first. More benchmarks (e.g. orientation) will follow
ECP benchmark »
Get the ECP dataset and other stuff. You need to register before.
ECP downloads »