扩散器 图像外喷涂

Drop an image you would like to extend, pick your expected ratio and hit Generate.

to skip the queue and enjoy faster inference on the GPU of your choice

What is Outpainting?

Outpainting is a technique that extends an image beyond its original boundaries, allowing you to add, replace, or modify visual elements in an image while preserving the original image . It’s similar to inpainting but focuses on expanding the image outward.

Methods for Outpainting

There are several approaches to outpainting:

1. Using an inpainting model
2. Utilizing ControlNet
3. Employing Differential Diffusion

What is Use cases of Diffusers Image Outpaint ?

Based on the search results provided, here are some key use cases for image outpainting:

Expanding Existing Images

1. Adding new elements to an image:
   • Users can upload an image and ask DALL·E to continue it beyond its original borders 
   • This allows for creating larger-scale images in any aspect ratio 

2. Extending visual narratives:
   • Artists can build upon existing images to tell longer stories or create more complex compositions 
   • This technique enables the creation of layered, interconnected visual content.

Enhancing Artworks

1. Filling in missing parts of famous artworks:
   • DALL·E can be used to recreate missing parts of historical paintings, such as those by Picasso 
   • This technique can be applied to various artistic styles and periods.

2. Modifying specific elements:
   • Users can focus on particular aspects of an image, like changing hairstyles or backgrounds 
   • This allows for subtle alterations to existing images without drastically changing their overall appearance.

Creating Surreal Landscapes

1. Generating imaginative environments:
   • By starting with a simple element (like an eye), users can gradually build up elaborate surreal landscapes 
   • This technique combines human imagination with AI-generated content.

2. Exploring dream-like scenarios:
   • The process of iteratively building upon an image can lead to interesting and often bizarre visual creations 

Storytelling and World-Building

1. Developing fictional worlds:
   • Users can start with a small element and gradually expand it into a larger scene or environment 
   • This technique allows for creating rich, detailed fictional settings.

2. Visualizing characters and families:
   • By starting with a small element (like an eye), users can generate entire faces, people, or even families 
   • This approach enables the rapid development of character designs and story elements.

Artistic Exploration

1. Experimenting with AI-generated content:
   • Outpainting provides a unique way to explore the capabilities of AI image generation tools 
   • Artists can push the limits of what’s possible within these models.

2. Combining human creativity with AI:
   • Users can start with a concept or sketch and let AI expand upon it, creating interesting hybrids of human and machine creativity 

Frequent Asked Questions