CVApr 27, 2023

Edit Everything: A Text-Guided Generative System for Images Editing

arXiv:2304.14006v138 citationsh-index: 41Has Code
Originality Synthesis-oriented
AI Analysis

This system enables users to edit images easily with text, but it is incremental as it combines existing models without introducing new methods.

The authors tackled the problem of text-guided image editing by introducing Edit Everything, a system that uses text instructions to edit images, achieving integration of Stable Diffusion with Segment Anything and CLIP models.

We introduce a new generative system called Edit Everything, which can take image and text inputs and produce image outputs. Edit Everything allows users to edit images using simple text instructions. Our system designs prompts to guide the visual module in generating requested images. Experiments demonstrate that Edit Everything facilitates the implementation of the visual aspects of Stable Diffusion with the use of Segment Anything model and CLIP. Our system is publicly available at https://github.com/DefengXie/Edit_Everything.

Code Implementations1 repo
Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

Your Notes