The Most Diverse Large Automotive Person Dataset

4 seasons, 12 countries, 31 cities, 47.300 images, 238.200 persons.

Focus on Vulnerable Road Users

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.

Image examples with annotations and video compositions.

Detection first. More benchmarks (e.g. orientation) will follow

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