Had a fun time building SimSafe for the
@nvidiaomniverse Cosmos Cookoff!!
AV companies generate millions of synthetic training clips, but bad data with broken physics and unrealistic footage, degrades model performance.
SimSafe uses Cosmos Reason 2 to automatically detect physically implausible synthetic AV training data from dashcam footage (by looking at shadow consistency, vehicle dynamics, road texture realism).