Audi releases large-scale autonomous driving dataset A2D2

Audi has released a large autonomous driving dataset, A2D2, which provides camera, lidar and vehicle bus data. This dataset contains RGB images of German streets and corresponding 3D point cloud data, as well as annotation information such as semantic segmentation and point cloud labels. This dataset can be used to train perception and decision modules in end-to-end autonomous driving models.