Easily expand image boundaries
Extend and refine images using prompts and masks
Enhance images by enlarging and improving quality
Creative Upscaler High-Res Image Generation HiDiffusion SDXL
Generate AI images from text prompts
Extend images by adding new content
Enhance images for better quality
Generate images from text prompts using advanced AI
Generate images using AI based on text prompts
Completes borders of your image to show out-of-frame details
This app was created by Gskd
Magnify subject details and enhance image quality
Enhance images with high detail
Diffusers Image Outpaint is an AI-powered tool designed to automatically extend the boundaries of an image while maintaining context and coherence. It allows users to generate new image content beyond the original canvas, creating seamless extensions based on the existing visual elements. This tool is particularly useful for creative projects, content creation, and expanding visual materials without losing the original style or context.
• Automatic Image Extension: Expands images beyond their original boundaries with minimal user input.
• Prompt-Based Generation: Enables users to guide the extension process using text prompts.
• Context-Aware Filling: Intelligently fills new areas based on the existing image content.
• High-Quality Output: Generates high-resolution, detailed extensions that match the original image.
• Versatile Compatibility: Works with various image formats and styles.
• Integration with Diffusers Pipeline: Seamlessly integrates with other tools in the Diffusers ecosystem for advanced workflows.
pip install diffusersfrom diffusers import DiffusionPipelinemodel_id = "your-diffusers-image-outpaint-model-id"pipe = DiffusionPipeline.from_pretrained(model_id)image = Image.open("your-input-image.jpg")result = pipe(image, prompt="your-creative-prompt")result.images[0].save("extended-image.jpg")What file formats does Diffusers Image Outpaint support?
Diffusers Image Outpaint supports common image formats like PNG, JPG, and JPEG. Ensure your input image is in one of these formats for optimal results.
Can I control the direction of the outpaint?
Yes, you can guide the outpaint by using specific prompts. For example, you can mention "extend to the left" or "add mountains in the background" to control the output direction.
How do I improve the quality of the generated outpaint?
To improve quality, use higher-resolution input images, provide detailed prompts, and experiment with different model versions or fine-tuned models for better results.