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**One library for autonomous driving datasets.** 123D converts raw data from Argoverse 2, nuScenes, nuPlan, KITTI-360, PandaSet, and Waymo into a unified [Apache Arrow](https://arrow.apache.org/) format, and then gives you a single API to read cameras, lidar, HD maps, and labels across all of them.
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## 📰 News
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- **2026-06-03**: Added Modalities: Lidar segmentation (WOD-Perc., PandaSet, ...) (experimental), Radar (nuScenes, PAI-AV/NCore).
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- **2026-06-03**: Added Modalities: Semantics/instances for cameras (WOD-Perc., KITTI-360) and lidar (WOD-Perc., PandaSet, nuScenes) (experimental). Also added Radar (nuScenes, PAI-AV/NCore).
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- **2026-06-03**: Added Datasets: [nuReasoning](https://arxiv.org/abs/2605.31572) (experimental).
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- **2026-05-28**: Released **[NAV123D](https://github.com/DanielDauner/nav123d)**, a reimplementation of NAVSIM on top of 123D.
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- **2026-05-08**: Our paper *123D: Unifying Multi-Modal Autonomous Driving Data at Scale* is out on [arXiv](https://arxiv.org/abs/2605.08084).

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