• 200,000 images

• 1,990,000 annotated vehicles

• 5 Megapixel resolution

• Sunshine, rain, dusk, night

• Clear freeways, heavy traffic, traffic jams

2D BOXES OR 3D CUBOIDS FOR VEHICLES

Axis-aligned bounding boxes (AABB) and trapezoids for a more accurate description. Simple AABB may intrude into neighboring lanes, as shown on the right.

MODERN VEHICLE DETECTION

Which method do you choose? What do you focus on? High accuracy, low memory usage, low computational complexity, realtime detections, embedded systems,...

CITATION

@inproceedings{boxy2019,
  title={Boxy Vehicle Detection in Large Images},
  author={Behrendt, Karsten},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision Workshops},
  year={2019}
} }

https://unsupervised-llamas.com/static/boxy/non_commercial_license.pdf