Repaint123 can generate high-quality, multi-view consistent 3D content in just 2 minutes from a single image. It combines the robust image generation capability of the 2D scattering model with the texture alignment ability of the progressive redraw strategy, creating high-quality, visually consistent multi-view images. It enhances the image quality during the redraw process by adjusting the redraw intensity based on visibility perception, making the generation of high-quality, multi-view consistent images achievable with a simple mean squared error loss function. The resulting high-quality, multi-view consistent images enable the rapid generation of 3D content.