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The growing demand for high-fidelity video generation from textualdescriptions has catalyzed significant research in this field. In this work, weintroduce MagicVideo-V2 that integrates the text-to-image model, video motiongenerator, reference image embedding module and frame interpolation module intoan end-to-end video generation pipeline. Benefiting from these architecturedesigns, MagicVideo-V2 can generate an aesthetically pleasing, high-resolutionvideo with remarkable fidelity and smoothness. It demonstrates superiorperformance over leading Text-to-Video systems such as Runway, Pika 1.0, Morph,Moon Valley and Stable Video Diffusion model via user evaluation at largescale.

MagicVideo-V2: Multi-Stage High-Aesthetic Video Generation