ResAdapter is a resolution adapter designed for diffusion models (such as Stable Diffusion). It can generate images of any resolution and aspect ratio while maintaining style consistency. Unlike multi-resolution generation methods that process static resolution images, ResAdapter directly generates dynamic resolution images, improving inference efficiency and reducing additional inference time.