An emerging application of video generative models for autonomous driving to augment data: given a dashcam/frontcam video, generate the surround camera views video. Huge amounts of such videos online or at specific suppliers. Both Waymo and Xpeng showed such approaches #cvpr2026
Waymo and XPeng use generative video models to synthesize multi-camera surround-view training data from a single front-facing dashcam video
The synthetic data generation method was demonstrated at CVPR.
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@abursuc This is a very nice and easy to convey example of synthetic data, thanks for sharing I'll definitely use it in some future explanations !
An emerging application of video generative models for autonomous driving to augment data: given a dashcam/frontcam video, generate the surround camera views video. Huge amounts of such videos online or at specific suppliers. Both Waymo and Xpeng showed such approaches #cvpr2026