Wei Xiong
Jing Gu
Description: SwapAnything: Enabling Arbitrary Object Swapping in Personalized Image Editing
object swapping (2) personalized editing (2)
Figure 1. SwapAnything results on various personalized image swapping tasks. SwapAnything is adept at precise, arbitrary object replacement in a source image with a personalized reference, and achieves high-fidelity swapping results without influencing any context pixels. We demonstrate its general swapping effect in single-object, multi-object, partial-object, and cross-domain swapping tasks.
Effective editing of personal content holds a pivotal role in enabling individuals to express their creativity, weaving captivating narratives within their visual stories, and elevate the overall quality and impact of their visual content. Therefore, in this work, we introduce SwapAnything , a novel framework that can swap any objects in an image with personalized concepts given by the reference, while keeping the context unchanged. Compared with existing methods for personalized subject swapping, SwapAnyth
Figure 3. Comparison on single-object swapping with baselines in their original components. SS means Object Swapping, BP means Background Preservation, and OQ means Overall Quality. SG means Object Gesture. Please zoom in for a clear visual result.
Wei Xiong
Jing Gu