PowerPaint: A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting

• --model Sanster/PowerPaint-V1-stable-diffusion-inpainting
• GitHub: https: //github.com/zhuang2002/PowerPaint
• Paper: https: //arxiv.org/abs/2312.03594

PowerPaint introduces the concept of "learnable task prompts" to guide the model in achieving specific tasks more effectively. These tasks include text-guided, shape-guided, object-remove, and outpainting.

In IOPaint, you can select specific tasks through the dropdown menu on the right. The outpainting task is automatically utilized when using Expander.

text-guided

During the training of PowerPaint, the inpainting model utilizes the bounding box of the object as the mask for inpainting.

shape-guided

object-remove

outpainting