StyleBooth: Image Style Editing with Multimodal Instruction

arXiv:2404.12154v1 Announce Type: new
Abstract: Given an original image, image editing aims to generate an image that align with the provided instruction. The challenges are to accept multimodal inputs as instructions and a scarcity of high-quality training data, including crucial triplets of source/target image pairs and multimodal (text and image) instructions. In this paper, we focus on image style editing and present StyleBooth, a method that proposes a comprehensive framework for image editing and a feasible strategy for building a …

arxiv cs.cv editing image multimodal style type