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TIGER-AI-Lab / ImagenHub

A one-stop library to standardize the inference and evaluation of all the conditional image generation models. (ICLR 2024)
https://tiger-ai-lab.github.io/ImagenHub/
MIT License
144 stars 11 forks source link

About Image Editing Dataset prompts #22

Closed h6kplus closed 3 weeks ago

h6kplus commented 4 months ago

Nice work! I have a concern about the image editing benchmark which is the lack of "blend word" or the "subject word" that identify the object in the text prompt. For image editing models like prompt2prompt, cyclediffusion and the following line of work, they need a "blend word" to constrain the editing process while it's not provided in the editing dataset. Is it possible to add the blend words to the dataset?

vinesmsuic commented 4 months ago

Hi, can you clarify it a bit for "Is it possible to add the blend words to the dataset?"

The text-guided image editing benchmark is mainly designed for real-life edit scenarios. It does contain some object swapping prompts, but most of them were about adding and removing stuffs.