SkyEye 

Dataset for analyzing lane-less traffic behavior at intersections using drones.

The Skyeye dataset is available as images with bounding box annotations for road user localization and type detection or videos with tracks extracted from every road user for road-user tracking. Additionally, we also provide labeled collision prone tracks 

Download the dataset here.