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​ Improve AV performance by amplifying thousands of driving scenes into billions.
The AV data factory consists of fleet data, geo-spatially accurate 4D reconstruction, AI to generate scene and traffic variations, training, and closed-loop evaluation.
OmniMap fuses map and GEO satellite imagery to construct drivable 3D environments. Neural Reconstruction Engine (NRE) creates high-fidelity 4D simulation environments from AV sensor logs. Using text or image prompts, Edify 3DS can search for existing scenes, or generate 3D objects, transforming scenes in NVIDIA Omniverse™ that are 4D grounded. Lastly, Cosmos can generate near infinite variations of driving scenarios using text prompts.
NVIDIA built Omniverse, Cosmos, and supporting AI models to generate synthetic scenarios and amplify training data to turn thousands of human demonstrations into billions of virtually driven miles.
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