MagicVideo-V2

MagicVideo-V2 is a multi-stage text-to-video generation system developed by ByteDance Inc. It integrates a text-to-image (T2I) module, a video motion generator (I2V), a reference image embedding module, and a frame interpolation module into an end-to-end pipeline. The system first creates a 1024×1024 image that encapsulates the described scene, then animates this still image to generate a sequence of 600×600 32 frames, with latent noise prior ensuring smoothness. According to the project page, MagicVideo-V2 achieves high aesthetic quality, fidelity, and smoothness, and demonstrates superior performance over leading Text-to-Video systems such as Runway, Pika 1.0, Morph, Moon Valley, and Stable Video Diffusion model in user evaluations.