Scaling Generative Data Production for Autonomous Driving via Subject-Controlled Video Generation

SubjectDrive, a novel video generation framework, enhances the scalability and diversity of generative models to produce high-quality synthetic data that can significantly improve the performance of autonomous driving perception models.