A2D2: Audi Autonomous Driving Dataset
Paper • 2004.06320 • Published
image imagewidth (px) 1.92k 1.92k | label class label 23
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A subset of 1,978 front-center camera frames with their semantic segmentation label masks from the semantic segmentation part of A2D2. Frames are sampled evenly from all 23 annotated scenes (recorded in southern Germany).
It is used by Zero-Shot Driving Scenario Search to display search results.
A2D2 – Audi Autonomous Driving Dataset, © Audi AG. Licensed under Creative Commons Attribution-NoDerivatives 4.0 International (CC BY-ND 4.0).
audi-autonomous-driving-dataset, camera_lidar_semantic/)| Path | Content |
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camera/<scene>/<scene-id>_camera_frontcenter_<frame>.png |
Original RGB frame (1920×1208) |
label/<scene>/<scene-id>_label_frontcenter_<frame>.png |
Original semantic label mask |
class_list.json |
Original A2D2 color → class mapping |
manifest.csv |
scene, image_path, labels: classes covering ≥ 1,500 pixels in each mask (numbered variants such as "Car 1"–"Car 4" are grouped as "Car"). This is project metadata derived from the masks. It is not part of A2D2 |