Shypd.aiThe largest open index of AI toolsMagicDrive-V2 is an open-source video generation tool that creates high-resolution, long videos for autonomous driving. It offers adaptive control over generated street-view scenarios with diverse 3D geometry.
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MagicDrive-V2 is the official implementation of the ICCV 2025 paper "MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control." This open-source tool, built on the DiT architecture, addresses the challenges of scalability and control condition integration in video synthesis for autonomous driving applications. It generates realistic, high-resolution, and long street-view videos with diverse 3D geometry control and multiview consistency. The system enhances scalability through flow matching and employs a progressive training strategy for complex scenarios. By incorporating spatial-temporal conditional encoding, MagicDrive-V2 achieves precise control over spatial-temporal latents, significantly improving video generation quality and controls for autonomous driving tasks.
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