FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing

arXiv:2403.18605v1 Announce Type: new
Abstract: Our work addresses limitations seen in previous approaches for object-centric editing problems, such as unrealistic results due to shape discrepancies and limited control in object replacement or insertion. To this end, we introduce FlexEdit, a flexible and controllable editing framework for objects where we iteratively adjust latents at each denoising step using our FlexEdit block. Initially, we optimize latents at test time to align with specified object constraints. Then, our framework employs an adaptive mask, …

arxiv cs.cv diffusion editing image object type