AnyDoor: Zero-shot Object-level Image Customization

Figure 1 . Fantastic applications of our proposed AnyDoor without any parameter tuning. Our model allows users to customize an image by placing an object at specific locations, with optional shape controls (top row). It can be extended to handle multiple objects (middle row) and also supports seamlessly editing the shape of the object or swapping objects within real scenes (bottom row).