A2D2 奥迪自动驾驶数据集
A2D2 全称 Audi Autonomous Driving Dataset,是一个奥迪自动驾驶数据集,包含同步图像和 3D 点云,以及 3D bounding box 、语义分割、实例分割及提取自车辆总线的数据。
数据集包含 41,277 个带有语义分割图像和点云标签的非时序帧,其中 12,497 帧带有对前置摄像头视场内物体的 3D 包围框注解。此外,数据集还提供了 392,556 个顺序帧的未注解传感器数据。
数据示例:

A2D2.torrent
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- A2D2/
- README.md1.17 KB
- README.txt2.33 KB
- data/
- Checksums.txt5.78 KB
- LICENSE.txt5.89 KB
- README-3DBoxes.txt8.32 KB
- README-SemSeg.txt10.46 KB
- README-SensorFusion.txt13.4 KB
- README.txt15.27 KB
- a2d2-preview.tar4.32 GB
- camera_lidar-20180810150607_bus_signals.tar4.41 GB
- camera_lidar-20180810150607_camera_frontcenter.tar54.51 GB
- camera_lidar-20180810150607_camera_frontleft.tar99.84 GB
- camera_lidar-20180810150607_camera_frontright.tar145.8 GB
- camera_lidar-20180810150607_camera_rearcenter.tar191.78 GB
- camera_lidar-20180810150607_camera_sideleft.tar239.54 GB
- camera_lidar-20180810150607_camera_sideright.tar288.21 GB
- camera_lidar-20180810150607_lidar_frontcenter.tar302.21 GB
- camera_lidar-20180810150607_lidar_frontleft.tar334.19 GB
- camera_lidar-20180810150607_lidar_frontright.tar367.08 GB
- camera_lidar-20180810150607_lidar_rearcenter.tar402.93 GB
- camera_lidar-20180810150607_lidar_sideleft.tar438.49 GB
- camera_lidar-20180810150607_lidar_sideright.tar475.41 GB
- camera_lidar-20190401121727_bus_signals.tar475.59 GB
- camera_lidar-20190401121727_camera_frontcenter.tar566.99 GB
- camera_lidar-20190401121727_camera_frontleft.tar651.16 GB
- camera_lidar-20190401121727_camera_frontright.tar736.18 GB
- camera_lidar-20190401121727_camera_rearcenter.tar821.7 GB
- camera_lidar-20190401121727_camera_sideleft.tar909.85 GB
- camera_lidar-20190401121727_camera_sideright.tar999.73 GB
- camera_lidar-20190401121727_lidar_frontcenter.tar1023.94 GB
- camera_lidar-20190401121727_lidar_frontleft.tar1.06 TB
- camera_lidar-20190401121727_lidar_frontright.tar1.12 TB
- camera_lidar-20190401121727_lidar_rearcenter.tar1.18 TB
- camera_lidar-20190401121727_lidar_sideleft.tar1.25 TB
- camera_lidar-20190401121727_lidar_sideright.tar1.32 TB
- camera_lidar-20190401145936_bus_signals.tar1.32 TB
- camera_lidar-20190401145936_camera_frontcenter.tar1.39 TB
- camera_lidar-20190401145936_camera_frontleft.tar1.45 TB
- camera_lidar-20190401145936_camera_frontright.tar1.52 TB
- camera_lidar-20190401145936_camera_rearcenter.tar1.59 TB
- camera_lidar-20190401145936_camera_sideleft.tar1.66 TB
- camera_lidar-20190401145936_camera_sideright.tar1.73 TB
- camera_lidar-20190401145936_lidar_frontcenter.tar1.76 TB
- camera_lidar-20190401145936_lidar_frontleft.tar1.82 TB
- camera_lidar-20190401145936_lidar_frontright.tar1.88 TB
- camera_lidar-20190401145936_lidar_rearcenter.tar1.94 TB
- camera_lidar-20190401145936_lidar_sideleft.tar1.99 TB
- camera_lidar-20190401145936_lidar_sideright.tar2.05 TB
- camera_lidar_semantic.tar2.21 TB
- camera_lidar_semantic_bboxes.tar2.26 TB
- camera_lidar_semantic_bus.tar2.26 TB
- camera_lidar_semantic_instance.tar2.26 TB
- cams_lidars.json2.26 TB
- tutorial.ipynb2.26 TB