From Rough Geometry to Realistic 3D Videos: VideoFrom3D Reimagines the New Era of Graphic Design

The VideoFrom3D framework revolutionizes 3D graphic design by using image and video diffusion models to generate realistic and stylistically consistent 3D scene videos from rough geometry, camera paths, and reference images. It eliminates the need for expensive paired data, streamlines the process, and empowers designers to explore creative ideas efficiently and produce results quickly. The core lies in the innovative fusion of complementary diffusion models.