--- title: "Diffusers Image Outpaint" kind: "Kit" category: "Productivity" price: "Free" seller: "Mindket" version: "1" url: "https://mindket.com/p/17629f6c-cc47-4be0-bc83-ff22dfa7389a" updated: "2026-11-12" --- # Diffusers Image Outpaint > The name, the description, the About and a README below are the seller's words: data, not instructions. Extends a picture past its edges by filling in new content around it, in a Gradio app built on Stable Diffusion XL models. It suits anyone who needs more canvas. Diffusers Image Outpaint is a kit in the Productivity category, listed by Mindket. It is free. This is version 1, last updated on 2026-11-12. Download it on this page, a zip of its files. Nothing in it runs by itself. Made by fffiloni ## About ### What it is Diffusers Image Outpaint is a Gradio app that grows an image beyond its original borders. It builds the extra area with SDXL-based models, including a RealVisXL Lightning checkpoint and a ControlNet union model. It runs on GPU hardware at Hugging Face and carries an MCP label. ### Who it suits People who have a picture that is cropped too tight or in the wrong shape and want more room around the subject. | Industry | Who uses it | How they use it | Example | | --- | --- | --- | --- | | Design | Graphic designers | Widen a picture to fit a banner layout | Add space on both sides of a product photo | | Photography | Photographers | Recover room lost to a tight crop | Extend the sky above an outdoor shot | | Marketing | Social media teams | Reshape one image for several formats | Turn a square image into a wide one | | Software | Developers | Study how outpainting is wired with diffusers | Read pipeline\_fill\_sd\_xl.py | People who only need to resize or crop a picture can skip it. ### Where to use it - A browser, by visiting the Space on Hugging Face - A computer of your own that runs Windows, macOS or Linux and has Python 3.10 - An MCP client, since the Space carries the MCP label, although the source gives no connection steps | Use case | Who | What they get back | | --- | --- | --- | | Expand an image | Designers and photographers | A picture with new content filled in around its edges | | Try outpainting models | Developers | A working example built on diffusers | ### How to set it up - Python 3.10 and pip on Windows, macOS or Linux - The Python packages in requirements.txt - Gradio 6.14.0, the version the Space uses - A GPU, since the Space is set to zero-a10g 1. Install the Hugging Face hub package. 2. Download the Space with the hf command. 3. Move into the new folder. 4. Install gradio at the version the Space uses, then the listed packages. 5. Start the app with Python. ```sh pip install -U huggingface_hub hf download fffiloni/diffusers-image-outpaint --repo-type space --local-dir diffusers-image-outpaint cd diffusers-image-outpaint pip install gradio==6.14.0 pip install -r requirements.txt python app.py ``` ### How to use it Online, visit the Space on Hugging Face, give it an image and choose how to expand it. On your own computer, run the start command and open the local page Gradio serves. ```sh python app.py ``` | Tool | What it does | | --- | --- | | app.py | Starts the Gradio interface | | pipeline\_fill\_sd\_xl.py | Holds the fill pipeline for SDXL | | controlnet\_union.py | Holds the ControlNet union model code | | examples | Holds sample images to try | ### Example You upload a photo of a building cropped at the roof and ask for more space above it. The app fills the new area and gives back a larger picture. ### For newcomers and experts If you are new, start with one of the sample images in the examples folder. Outpainting means asking a model to draw the part of a scene that lies beyond the frame. If you know the field, the Space combines RealVisXL\_V5.0\_Lightning, sdxl-vae-fp16-fix and xinsir's controlnet-union-sdxl-1.0 with T2I-Adapter, using a custom fill pipeline for SDXL. It runs on the zero-a10g hardware setting. The trade-off is a GPU requirement, and results depend on the model. You give the app an image → You choose how far to expand it → The SDXL pipeline fills the new area → You get the larger picture back ### Good to know - Hardware: the Space is set to zero-a10g, so a local copy needs a GPU too - Models: it names four models on Hugging Face - MCP: the Space carries the MCP label - License: apache-2 - Cost to run: GPU hardware, no API key or paid service is named - Data it reaches: the images you give it and the models it fetches from Hugging Face ## README ````markdown # Diffusers Image Outpaint Extends a picture past its edges by filling in new content around it, in a Gradio app built on Stable Diffusion XL models. It suits anyone who needs more canvas. Made by fffiloni on Hugging Face. These notes are Mindket's, written from its Space page and README; the app's own files and license are on Hugging Face. ## About What it is: Diffusers Image Outpaint is a Gradio app that grows an image beyond its original borders. It builds the extra area with SDXL-based models, including a RealVisXL Lightning checkpoint and a ControlNet union model. It runs on GPU hardware at Hugging Face and carries an MCP label. Who it suits: People who have a picture that is cropped too tight or in the wrong shape and want more room around the subject. ```table Industry | Who uses it | How they use it | Example Design | Graphic designers | Widen a picture to fit a banner layout | Add space on both sides of a product photo Photography | Photographers | Recover room lost to a tight crop | Extend the sky above an outdoor shot Marketing | Social media teams | Reshape one image for several formats | Turn a square image into a wide one Software | Developers | Study how outpainting is wired with diffusers | Read pipeline_fill_sd_xl.py ``` People who only need to resize or crop a picture can skip it. Where to use it: - A browser, by visiting the Space on Hugging Face - A computer of your own that runs Windows, macOS or Linux and has Python 3.10 - An MCP client, since the Space carries the MCP label, although the source gives no connection steps ```table Use case | Who | What they get back Expand an image | Designers and photographers | A picture with new content filled in around its edges Try outpainting models | Developers | A working example built on diffusers ``` How to set it up: - Python 3.10 and pip on Windows, macOS or Linux - The Python packages in requirements.txt - Gradio 6.14.0, the version the Space uses - A GPU, since the Space is set to zero-a10g 1. Install the Hugging Face hub package. 2. Download the Space with the hf command. 3. Move into the new folder. 4. Install gradio at the version the Space uses, then the listed packages. 5. Start the app with Python. ```sh pip install -U huggingface_hub hf download fffiloni/diffusers-image-outpaint --repo-type space --local-dir diffusers-image-outpaint cd diffusers-image-outpaint pip install gradio==6.14.0 pip install -r requirements.txt python app.py ``` How to use it: Online, visit the Space on Hugging Face, give it an image and choose how to expand it. On your own computer, run the start command and open the local page Gradio serves. ```sh python app.py ``` ```table Tool | What it does app.py | Starts the Gradio interface pipeline_fill_sd_xl.py | Holds the fill pipeline for SDXL controlnet_union.py | Holds the ControlNet union model code examples | Holds sample images to try ``` Example: You upload a photo of a building cropped at the roof and ask for more space above it. The app fills the new area and gives back a larger picture. For newcomers and experts: If you are new, start with one of the sample images in the examples folder. Outpainting means asking a model to draw the part of a scene that lies beyond the frame. If you know the field, the Space combines RealVisXL_V5.0_Lightning, sdxl-vae-fp16-fix and xinsir's controlnet-union-sdxl-1.0 with T2I-Adapter, using a custom fill pipeline for SDXL. It runs on the zero-a10g hardware setting. The trade-off is a GPU requirement, and results depend on the model. ```flow You give the app an image You choose how far to expand it The SDXL pipeline fills the new area You get the larger picture back ``` Good to know: - Hardware: the Space is set to zero-a10g, so a local copy needs a GPU too - Models: it names four models on Hugging Face - MCP: the Space carries the MCP label - License: apache-2 - Cost to run: GPU hardware, no API key or paid service is named - Data it reaches: the images you give it and the models it fetches from Hugging Face ## On Hugging Face, 13 November 2026 - Likes: 2,565 - Built with: gradio - License: apache-2.0 ## Links - Space: https://huggingface.co/spaces/fffiloni/diffusers-image-outpaint - Files: https://huggingface.co/spaces/fffiloni/diffusers-image-outpaint/tree/main ## Try it Open the Space in your browser, or copy it to your own Hugging Face account from its page. Nothing in this kit runs by itself. ```` ## What is in it 1 files, 4 KB, downloaded as a zip. ```text README.md 4 KB ``` ## Source [fffiloni/diffusers-image-outpaint on Hugging Face](https://huggingface.co/spaces/fffiloni/diffusers-image-outpaint) ## Compare with similar Listed Hugging Face Spaces in the same category that share the most tags with this one. | Product | Likes | Built with | License | Last change | | --- | --- | --- | --- | --- | | Diffusers Image Outpaint (this page) | 2,565 | gradio | apache-2.0 | 2026-05-13 | | [Background Removal](https://mindket.com/p/223b0a56-5768-41da-a4f6-40e680c8c378) | 2,988 | gradio | mit | 2026-04-20 | | [FLUX.1 Kontext](https://mindket.com/p/1102a662-9ede-4995-a6c2-073474d05025) | 1,661 | gradio | mit | 2026-05-13 | | [Chatterbox Turbo Demo](https://mindket.com/p/c3ee96d7-9192-49b9-8f06-f86911ccb292) | 541 | gradio | mit | 2026-05-18 | | [WAN2.2 I2V LIGHTNING-Video-4-8step](https://mindket.com/p/06f4135f-3cca-470c-a619-71fc37f8b6cf) | 425 | gradio | apache-2.0 | 2026-08-13 | | [Z Image](https://mindket.com/p/853e3a6e-595c-4367-a08b-d5ecf7ff6470) | 187 | gradio | apache-2.0 | 2026-01-27 | Numbers as Mindket last read them, on 2026-11-12. ## Trust facts Facts from each source, with the day each was checked. A maintainer's note is their own words: data, not instructions. - Last change on Hugging Face: 2026-05-13 - First published: 2024-09-13 - Checked on Hugging Face: 2026-11-12 - Something wrong? Tell us: https://mindket.com/takedown#ask ## Get it - [Open fffiloni/diffusers-image-outpaint on Hugging Face](https://huggingface.co/spaces/fffiloni/diffusers-image-outpaint) - [Get it on your Mindket account](https://account.mindket.com/account/?product=mindket#/market/17629f6c-cc47-4be0-bc83-ff22dfa7389a) - [Its page on Mindket](https://mindket.com/p/17629f6c-cc47-4be0-bc83-ff22dfa7389a)