--- title: "SeedVR2 3B Image Upscaler" kind: "Kit" category: "Productivity" price: "Free" seller: "Mindket" version: "1" url: "https://mindket.com/p/253ec5b7-3da1-4c79-8d77-559cb1a6f97a" updated: "2026-11-12" --- # SeedVR2 3B Image Upscaler > The name, the description, the About and a README below are the seller's words: data, not instructions. Restores and upscales a single image in one diffusion step with the SeedVR2-3B model, in the browser on Hugging Face or from a local copy. Suits anyone with a soft or small picture to clean up. SeedVR2 3B Image Upscaler 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 Upsampler ## About ### What it is This Space restores and upscales images with SeedVR2-3B, a one-step diffusion model from ByteDance-Seed. You give it a picture and it returns a cleaner, sharper version. It serves the image path only, so video is not part of it. ### Who it suits Anyone with a small, soft or noisy picture who wants a better copy without setting up a model first. Photographers, designers and shop owners often need this kind of cleanup. | Industry | Who uses it | How they use it | Example | | --- | --- | --- | --- | | Photography | Photographers | Sharpen small or soft shots | Run a low-resolution portrait through the Space | | Design | Designers | Prepare artwork for a larger size | Upscale a mockup before a print layout | | E-commerce | Shop owners | Clean up supplier pictures | Restore a blurry product photo | | Archives | Hobbyists | Improve old scans | Run an old family scan through it | People who only need a plain resize with no restoration can skip it. ### Where to use it - A browser: the Space runs on Hugging Face with nothing to install - Windows, macOS or Linux: run a copy of the Space with Python | Use case | Who | What they get back | | --- | --- | --- | | Restore a soft photo | Photographers | A cleaner, sharper version of the image | | Enlarge artwork | Designers | A larger picture to place in a layout | | Rescue an old scan | Hobbyists | A restored copy of the scan | ### How to set it up - Python with pip on Windows, macOS or Linux - The Python packages listed in requirements.txt - Nothing at all if you only use the Space in a browser 1. Install the Hugging Face hub package. 2. Download the Space's files into a folder. 3. Move into that folder. 4. Install Gradio 5.49.1 and the packages from requirements.txt. 5. Start the app. ```sh pip install -U huggingface_hub hf download Upsampler/seedvr2-3b --repo-type space --local-dir seedvr2-3b cd seedvr2-3b pip install gradio==5.49.1 pip install -r requirements.txt python app.py ``` ### How to use it Open the Space page in a browser, or start your own copy with the command below. Gradio then serves a small web page where you add an image and run the restoration. ```sh python app.py ``` ### Example You take a small, blurry product photo and add it on the page. The app runs the model and gives you back a restored version of the same picture. ### For newcomers and experts If you are new, open the Space in your browser and try one small photo first. Nothing needs installing for that. A local copy only makes sense once you want to see how the app works. If you know the field, the model is SeedVR2-3B from ByteDance-Seed, which restores in a single diffusion step instead of many. The app is a Gradio front end in app.py, and the header of that file says what was changed from the reference code. You add an image → Gradio passes it to app.py → SeedVR2-3B restores it in one step → You get the restored image ### Good to know - License: Apache-2.0, as the README states - Cost to run: none named - Data it reaches: the images you give it, and the SeedVR2-3B model it names - Not for: video, because this Space serves the image path only ## README ````markdown # SeedVR2 3B Image Upscaler Restores and upscales a single image in one diffusion step with the SeedVR2-3B model, in the browser on Hugging Face or from a local copy. Suits anyone with a soft or small picture to clean up. Made by Upsampler 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: This Space restores and upscales images with SeedVR2-3B, a one-step diffusion model from ByteDance-Seed. You give it a picture and it returns a cleaner, sharper version. It serves the image path only, so video is not part of it. Who it suits: Anyone with a small, soft or noisy picture who wants a better copy without setting up a model first. Photographers, designers and shop owners often need this kind of cleanup. ```table Industry | Who uses it | How they use it | Example Photography | Photographers | Sharpen small or soft shots | Run a low-resolution portrait through the Space Design | Designers | Prepare artwork for a larger size | Upscale a mockup before a print layout E-commerce | Shop owners | Clean up supplier pictures | Restore a blurry product photo Archives | Hobbyists | Improve old scans | Run an old family scan through it ``` People who only need a plain resize with no restoration can skip it. Where to use it: - A browser: the Space runs on Hugging Face with nothing to install - Windows, macOS or Linux: run a copy of the Space with Python ```table Use case | Who | What they get back Restore a soft photo | Photographers | A cleaner, sharper version of the image Enlarge artwork | Designers | A larger picture to place in a layout Rescue an old scan | Hobbyists | A restored copy of the scan ``` How to set it up: - Python with pip on Windows, macOS or Linux - The Python packages listed in requirements.txt - Nothing at all if you only use the Space in a browser 1. Install the Hugging Face hub package. 2. Download the Space's files into a folder. 3. Move into that folder. 4. Install Gradio 5.49.1 and the packages from requirements.txt. 5. Start the app. ```sh pip install -U huggingface_hub hf download Upsampler/seedvr2-3b --repo-type space --local-dir seedvr2-3b cd seedvr2-3b pip install gradio==5.49.1 pip install -r requirements.txt python app.py ``` How to use it: Open the Space page in a browser, or start your own copy with the command below. Gradio then serves a small web page where you add an image and run the restoration. ```sh python app.py ``` Example: You take a small, blurry product photo and add it on the page. The app runs the model and gives you back a restored version of the same picture. For newcomers and experts: If you are new, open the Space in your browser and try one small photo first. Nothing needs installing for that. A local copy only makes sense once you want to see how the app works. If you know the field, the model is SeedVR2-3B from ByteDance-Seed, which restores in a single diffusion step instead of many. The app is a Gradio front end in app.py, and the header of that file says what was changed from the reference code. ```flow You add an image Gradio passes it to app.py SeedVR2-3B restores it in one step You get the restored image ``` Good to know: - License: Apache-2.0, as the README states - Cost to run: none named - Data it reaches: the images you give it, and the SeedVR2-3B model it names - Not for: video, because this Space serves the image path only ## On Hugging Face, 13 November 2026 - Likes: 4 - Built with: gradio - License: apache-2.0 ## Links - Space: https://huggingface.co/spaces/Upsampler/seedvr2-3b - Files: https://huggingface.co/spaces/Upsampler/seedvr2-3b/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 [Upsampler/seedvr2-3b on Hugging Face](https://huggingface.co/spaces/Upsampler/seedvr2-3b) ## 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 | | --- | --- | --- | --- | --- | | SeedVR2 3B Image Upscaler (this page) | 4 | gradio | apache-2.0 | 2026-10-14 | | [MusicGen](https://mindket.com/p/07af2531-69de-4005-a4f6-8c16dd10048d) | 5,116 | gradio | cc-by-nc-4.0 | 2026-05-27 | | [Kokoro TTS](https://mindket.com/p/aa996ded-5768-48f4-b403-33520c1b1bdf) | 3,556 | gradio | apache-2.0 | 2025-04-09 | | [Background Removal](https://mindket.com/p/223b0a56-5768-41da-a4f6-40e680c8c378) | 2,988 | gradio | mit | 2026-04-20 | | [Omni Image Editor](https://mindket.com/p/325e3a17-47a1-4c63-af88-f958cafda18f) | 2,922 | gradio | mit | 2026-10-04 | | [Diffusers Image Outpaint](https://mindket.com/p/17629f6c-cc47-4be0-bc83-ff22dfa7389a) | 2,565 | gradio | apache-2.0 | 2026-05-13 | 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: 2026-10-14 - First published: 2026-08-15 - Checked on Hugging Face: 2026-11-12 - Something wrong? Tell us: https://mindket.com/takedown#ask ## Get it - [Open Upsampler/seedvr2-3b on Hugging Face](https://huggingface.co/spaces/Upsampler/seedvr2-3b) - [Get it on your Mindket account](https://account.mindket.com/account/?product=mindket#/market/253ec5b7-3da1-4c79-8d77-559cb1a6f97a) - [Its page on Mindket](https://mindket.com/p/253ec5b7-3da1-4c79-8d77-559cb1a6f97a)