Huggingface upscaler.
- Huggingface upscaler These models are an improvement over the previously released 4xFFHQDAT and are its successors. like 220. On a local benchmark (A100-40GB, PyTorch 2. 4a00b98 over 1 year ago. 🍰 Tiny AutoEncoder for Stable Diffusion X4 Upscaler taesd-x4-upscaler is very tiny autoencoder which uses the same "latent API" as stable-diffusion-x4-upscaler's VAE. But when you use the neutral upscaler as the first upscaler and the sharp or sharper upscaler as the second upscaler, you can adjust the second upscaler with a slider and use 1 to 100% of it. Upload an image and choose the scaling factor to get a clearer, sharper output. ffxvs Upload Valar_4x. 1 contributor; History: 23 commits. 7. history blame This is the version of FaceUpDAT trained for 80k iters for lower quality images as a single huggingface model card and single safetensors file in files. 04) with float32 and MCG-NJU/videomae-base-finetuned-kinetics model, we saw the following speedups during inference. 3. cloudflare. uwg Upload 3 files. For more information, please read our blog post. 1-dev-Controlnet-Upscaler Image-to-Image • Updated 21 days ago • 12. ) Aug 17, 2023 · upscaler. Using the Remacri upscaler in Automatic1111: Get the '4x_foolhardy_Remacri. f6bace5 verified 5 months Stable Diffusion x4 upscaler model card This model card focuses on the model associated with the Stable Diffusion Upscaler, available here. If passing in images with pixel values between 0 and 1, set do_rescale=False. Model card Files Files and versions Community 4 main upscaler / ESRGAN / UniversalUpscaler. App Files Files Community 14. You can use the Hugging Face demo to easily try out the Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields - ouic/img_upscaler_thera Nov 22, 2024 · 综合介绍. Running on Zero. mod-control-tile-upscaler-sdxl. 1-dev-Controlnet-Surface-Normals Description: 4x photo upscaler for faces, trained on the FaceUp dataset. b8ed1be over 2 years ago. This model was trained on a high-resolution subset of the LAION-2B dataset. like 597. This repo contains . However, applying these models to video super-resolution remains challenging due to the high demands for output fidelity and temporal consistency, which is complicated by the inherent randomness in diffusion m Flux. Text-to-Image • Updated Jan 31, 2023 • 11 faisalhr1997/upscalers Stable Diffusion x4 upscaler model card This model card focuses on the model associated with the Stable Diffusion Upscaler, available here. 4x Realistic Rescaler based on Real-ESRGAN An example of how to use this upscaler can be found in the README of this project ⚡ Flux. image-upscaler. Eata Upload 4x-UltraSharp. pickle. SD-Latent-Upscaler. 08k. 1-dev-Controlnet-Upscaler ⚡ Flux. App Files Files Community 7 main Tile-Upscaler. Users can adjust settings like resolution, streng upscaler. upscaler / ESRGAN / 4x_foolhardy_Remacri. pth' file linked in this post. 7k • 723 jasperai/Flux. How to use This model can be used directly with the diffusers library Discover amazing ML apps made by the community This colab notebook shows how to use the Latent Diffusion image super-resolution model using 🧨 diffusers libray. Fetching metadata from the HF Docker repository Tile-Upscaler / README. 55. 25M steps on a 10M subset of LAION containing images >2048x2048. Qoc-Upscaler. So in this tutorial you are going to learn everything about how to install, update and use SUPIR upscaler on your personal computer. com) ⚡ Flux. Parameters . This model has 1 file scanned as suspicious. Use this model main Flux. Clarity AI Upscaler Reproduction Spaces. Step 1: Open ComfyUI on MimicPC. 1775a73 verified 8 months ago. Refreshing Real-ESRGAN PyTorch implementation of a Real-ESRGAN model trained on custom dataset. The Stable Diffusion latent upscaler model was created by Katherine Crowson in collaboration with Stability AI. Upvote 8 +4; Share collection View history Collection guide Browse collections System theme Company. Currently, SDXL has some minimal ssube/stable-diffusion-x4-upscaler-onnx. This model inherits from DiffusionPipeline. This app lets you transform any image into a short video by generating motion. 0 Network: DAT Scale: 4 Purpose: 4x upscaling model for faces Iterations: 140000 Discover amazing ML apps made by the community This app lets you improve the quality of your photos by increasing their resolution up to 8 times. :white_check_mark: We provide a clean version of GFPGAN, which does not require CUDA extensions. Refreshing Apr 14, 2024 · SUPIR: New SOTA Open Source Image Upscaler & Enhancer Model Better Than Magnific & Topaz AI Tutorial. Aug 7, 2023 · I also find the reason too, thanks your attension. like 2. GFPGAN. openmodeldb Stable Diffusion x2 latent upscaler model card This model card focuses on the latent diffusion-based upscaler developed by Katherine Crowson in collaboration with Stability AI . This model is trained for 1. Think of this as an ESRGAN for latents, except severely undertrained. like 1. like 22. However, it requires a high VRAM GPU to function, making it difficult for users with consumer GPUs to use. The difference of SUPIR vs #Topaz and #Magnific is like ages. 001_classicalSR_DF2K_s64w8_SwinIR-M_x2. This model shows better results on faces compared to the original version. This project leverages various libraries and modules to create a Graphical User Interface (GUI) for upscaling images. Key Features Sep 29, 2024 · Upscaler: UPSCALER; Normals: NORMALS; Depth: DEPTH; Gradio Demo: DEMO UPSCALER HUGGINGFACE; Setup and Usage Operating Details and Effects. download Copy download link. Start by launching the ComfyUI application on MimicPC. images (ImageInput) — Image to preprocess. However, many Stable Diffusion Web UI upscaler / ESRGAN. Model card Files Files and versions Community 5. Stable Diffusion x2 latent upscaler model card This model card focuses on the latent diffusion-based upscaler developed by Katherine Crowson in collaboration with Stability AI . These downsampled images are then given as input and the upscaler is forced to construct the original bigger images. The model was trained on crops of size 512x512 and is a text-guided latent upscaling diffusion model. You can customize additional setti Image Upscaler with Tile Controlnet Fully Integrated in Huggingface Diffusers Topics super-resolution upscaling high-definition upscaler diffusion-models diffusers Jul 30, 2024 · 🧪 Try it out on our HuggingFace Space; ⚙️ Dive into the codebase, e. RealESRGAN, neural network upscaler; ESRGAN, neural network upscaler with a lot of third party models; SwinIR and Swin2SR , neural network upscalers; LDSR, Latent diffusion super resolution upscaling; Resizing aspect ratio options; Sampling method selection. 37k. This application allows you to enhance and upscale images up to x10 in resolution. 1 [dev] is a 12 billion parameter rectified flow transformer capable of generating images from text descriptions. To conserve costs, select the Mini configuration with a 4-core CPU upscaler / ESRGAN / lollypop. Model card Files Files and versions Community Jan 2, 2023 · Updates. com/ajax/libs/KaTeX/0. Upload an image and choose an upscaling model to improve its resolution and quality. Test base image (512x512): Test steps: Upscale image to (2048x2048) using R-ESRGANx4 Split image into tiles with size of 512x512, each tile overlaps with others by N pixels, where N Stable Diffusion x4 upscaler model card This model card focuses on the model associated with the Stable Diffusion Upscaler, available here. Running App Files Files Community Fetching metadata from the HF Docker repository Refreshing. These models are released together with the FaceUp dataset, plus the accompanying youtube video. Ctrl+K. This model card focuses on the model associated with the Stable Diffusion Upscaler, available here. ⚡ Flux. It's primarily designed for use with HuggingFace Spaces. Upscalers. . uwg Upload 14 files. Tile-Upscaler. How to use This model can be used directly with the diffusers library We’re on a journey to advance and democratize artificial intelligence through open source and open science. MultiUpscaler base class and ESRGANUpscaler example; 🌟 Follow us on LinkedIn and Twitter; 👋 Join our Discord Server; Upscaler or Enhancer? Fidelity vs. Fetching metadata from the HF Docker repository Refreshing. Mar 13, 2023 · Pre-trained models are available at various scales and hosted at the awesome huggingface_hub. 09/06/24 - Added an alternative version of the Flux Latent Upscaler workflow, this modified version uses Hyper Flux loras and a new clip text encoder made specifically for Flux and SD3, combined these cut inference time from ~280 seconds down to just over 130 seconds on a 4090 with 24GB of VRAM. 1-dev-Controlnet-Upscaler · Hugging Face By default any image you load (even 256x256 image) will be resized to match 1Megapixel, which is base resolution for FLUX. How to use This model can be used directly with the diffusers library Jul 30, 2024 · AuraSR-v2 GAN-based Super-Resolution for upscaling generated images, a variation of the GigaGAN paper for image-conditioned upscaling. Feb 1, 2025 · I am testing the newly released Flux. Image Upscaler And Restoring GFPGAN Algorithm. AuraSR GAN-based Super-Resolution for upscaling generated images, a variation of the GigaGAN paper for image-conditioned upscaling. like 561. f6bace5 verified 5 Created by: ComfyUI Blog: I have Created a Workflow which can enhance the blurry images, we can use FLUX. <link rel="stylesheet" href="https://cdnjs. Restart WebUI. Check the superclass documentation for the generic methods the library implements for all the pipelines (such as downloading or saving, running on a particular device, etc. Image Upscaler with Tile Controlnet Fully Integrated in Huggingface Diffusers Topics super-resolution upscaling high-definition upscaler diffusion-models diffusers To train the upscaler, the ImageNet dataset is downsampled to 4 times smaller. Select the Model: Choose the ControlNet model you need, such as upscaler, depth, or normals, from the Hugging Face repository. The upscaler diffusion model was created by the researchers and engineers from CompVis, Stability AI, and LAION, as part of Stable Diffusion 2. Check out the configuration reference at Oct 3, 2024 · JasperAI推出的HD放大器模型在Hugging Face上提供了快速精确的图像分辨率增强能力。本文介绍了如何在MimicPC上有效使用Flux-dev-Upscaler，包括安装步骤、工作流程设置和性能优化建议。该模型专注于图像放大，保持细节和质量，适合设计师和摄影师使用。通过合理调整控制参数，可以实现最佳效果。 Sep 16, 2024 · The Clarity AI Upscaler on Hugging Face is a trending image enhancement tool focused on fine-grain detail. Model card for upscale models Common upscale models for ComfyUI. 1-dev: Upscaler ControlNet ⚡ This is Flux. 1-dev ControlNet Upscaler model by Jasper Ai on ComfyUI and briefly introduce some of the nodes used. Running Dec 11, 2023 · Text-based diffusion models have exhibited remarkable success in generation and editing, showing great promise for enhancing visual content with their generative prior. Adjust sampler eta values (noise multiplier) More advanced noise setting options Jun 5, 2023 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. history blame contribute delete The Stable Diffusion x4 Upscaler is a powerful tool for upscaling images with impressive results. 0, OS Ubuntu 22. See Gradio Web Demo. A website (built with Flask) that upscales given images using Hugging Face transformer models - EgeEken/Image-Upscaler Dec 13, 2023 · Creative Upscaler High-Res Image Generation DemoFusion SDXL. 1 contributor Real-ESRGAN-x4plus: Optimized for Mobile Deployment Upscale images and remove image noise Real-ESRGAN is a machine learning model that upscales an image with minimal loss in quality. Copy it to: \stable-diffusion-webui\models\ESRGAN. It is used to enhance the output image resolution by a factor of 2 (see this demo notebook for a demonstration of the original implementation). md. Put them in Latent upscaler. history blame Jun 3, 2024 · Implementing Diffusion-Based Upscaler Using Hugging Face 🤗 Diffusers. Fetching metadata from the Latent upscaler. finegrain / finegrain-image-enhancer. css" /> Photo Upscaler - a Hugging Face Space by groqcin. Highlights: The Clarity AI Upscaler serves as both an upscaler and an enhancer, FLUX. pth with huggingface_hub. Sep 30, 2024 · How to Use Flux-dev-Upscaler on MimicPC. 9k • 699 R1000/Flux. css" /> Photo Upscaler - a Hugging Face Space by groqcin This app lets you improve the quality of your photos by increasing their resolution up to 8 times. AccDiffusion. These have the caption included which has been appended, if you Explore CodeFormer, an innovative machine learning app created by the community on Hugging Face. 1 model. Torch implementation is based on the unofficial lucidrains/gigagan-pytorch repository. pth. Currently, we will utilize real-world data taken from Roboflow, but the workflow and pipeline remain fairly standard across different kinds of data. 12. How to use This model can be used directly with the diffusers library Upload an image and select a model to enhance its resolution and quality. Duplicated from SjoerdTeunisse/upscaler hesha / upscaler Pipeline to upscale the resolution of Stable Diffusion output images by a factor of 2. You provide an image and prompts describing the image, and the application generates a high-quality, upscaled vers Ilaria_Upscaler. Discover amazing ML apps made by the community 🎉 Welcome to Ilaria Upscaler! 🎉. float16 or torch. :white_check_mark: Integrated to Huggingface Spaces with Gradio. 0 Purpose: Compression Removal, Deblur, Denoise, JPEG, WEBP, Restoration upscaler. 1 contributor; History: 1 commit. gokaygokay Update README. torch. safetensors versions of the taesd-x4-upscaler weights. English. 1-dev ControlNet for low resolution images developed by Jasper research team. Latent upscaler. License: flux-1-dev-non-commercial-license. A1111 <> Diffusers Scheduler mapping · Issue #4167 · huggingface/diffusers (github. 1-dev-Controlnet-Upscaler / diffusion_pytorch_model. Using in 🧨 diffusers The original file that has been used for this upsize comparison can be found here (if you wanna upscale it with your own model/upscaler and compare) And i thought Id provide all the upscaled single images here too for those that wanted to compare with their own upscaler they use. This model comes in 4 different versions: 4xFaceUpDAT (for good quality input) upscaler / ESRGAN / 4x_NMKD-Siax_200k. like 598. 1 contributor; History: 41 commits. 4xRealWebPhoto_v4_dat2 Scale: 4 Architecture: DAT Author: Philip Hofmann License: CC-BY-4. Use a compatible This has been trained on and for faces, but i guess can also be used for other photos, might be able to retain skin detail. Upload an image and provide a prompt to guide the motion, then adjust settings like frame rate and clarity. history blame contribute delete This app restores and upscales images, allowing you to enhance low-resolution or damaged photos. Using in 🧨 diffusers Jul 3, 2024 · SUPIR upscaler is many times better than both paid Topaz AI and Magnific AI and you can use this upscaler on your computer for free forever. 1-dev ControlNet Upscaler, This model has been trained on lots of artificially damaged images—things like noise, blurriness, or compression. I forget to set : use_karras_sigmas=True, when using DPM++ 2M Karras in diffusers. 09. like 12. 4x_foolhardy_Remacri is now available in the Extras tab and for the SD Upscale script Very similar to my latent interposer, this small model can be used to upscale latents in a way that doesn't ruin the image. 0. a6ad053 upscaler / SwinIR. ONNX. like 97. min. history blame contribute It's primarily designed for use with HuggingFace Spaces. These comparisons demonstrate an important concept: the best AI image upscaler models to use are often the ones specifically trained on the type of art you want to upscale. Model card Files Files and versions Community Model card for upscale models. Mar 27, 2023 · upscaler / ESRGAN / 4x-UltraSharp. Make sure you restart it time to time to keep up with the new updates. Examples 4xFFHQDAT: Imgsli1 Imgsli2 Imgsli3 Imgsli4 Imgsli5 Dec 12, 2024 · 在射频电路及高速数字电路设计的过程中，传输线阻抗控制必不可少。微带线是最受欢迎的传输线形式，给定微带线线宽，微带线厚度，PCB板材的相对介电常数εr ，设计一款计算器，这款计算器可以快速地计算出微带线的特征阻抗Zo，而且这款计算器的准确度丝毫不逊于商业软件。 upscaler / Valar_4x. The models they found here taken from the community OpenModelDB is a community driven database of AI Upscaling models. 0/katex. (a) (Optional) LLaVA can be downloaded automatically when set --use_llava to True, for users with access to huggingface. Ilaria Upscaler is part of the Ilaria AI Suite wich includes various easy and powerful tools. upscaler. . main upscaler / ESRGAN / 8x_NMKD-Superscale_150000_G. This app allows you to upload or capture an image, then enhance its quality and upscale it by adjusting parameters like scale factor, creativity, and resemblance. The original file that has been used for this upsize comparison can be found here (if you wanna upscale it with your own model/upscaler and compare) And i thought Id provide all the upscaled single images here too for those that wanted to compare with their own upscaler they use. clementchadebec Upload model. StableDiffusionUpscalePipeline can be used to enhance the resolution of input images by a factor of 4. The model was originally released in Latent Diffusion repo. By default the models were pretrained on DIV2K , a dataset of 800 high-quality (2K resolution) images for training, augmented to 4000 images and uses a dev set of 100 validation images (images numbered 801 to 900). Flux. 1-dev-Controlnet-Upscaler Image-to-Image • Updated Mar 22 • 13. uwg Upload 4x-UltraSharp. This application allows users to upload an image and enhance its quality by upscaling it to higher resolutions and optionally applying HDR effects. :white_check_mark: We provide an updated model without colorizing faces. taesd-x4-upscaler is useful for real-time previewing of the upsampling process. Below the original text . The app processes the image and displays the upscaled version. 1-dev-Controlnet-Upscaler 是由 Jasper AI 研究团队开发的一款图像超分辨率工具，旨在提升低分辨率图像的质量。该工具利用 ControlNet 技术，通过复杂的合成数据退化方案对图像进行处理，能够有效去除噪声、模糊和压缩失真，生成高质量的图像。 We’re on a journey to advance and democratize artificial intelligence through open source and open science. App Files Files Community 2. a9571a7 about 2 years ago. It is used to enhance the resolution of input images by a factor of 4. Name: 4xFaceUpDAT Author: Philip Hofmann Release Date: 02. 0 Network: DAT Scale: 4 Purpose: 4x upscaling model for faces Iterations: 140000 Discover amazing ML apps made by the community Jul 16, 2024 · Unlock the magic of AI with handpicked models, awesome datasets, papers, and mind-blowing Spaces from cocobeanie <link rel="stylesheet" href="https://cdnjs. App Files Files Community . For the best speedups, we recommend loading the model in half-precision (e. AI_Resolution_Upscaler_And_Resizer. 2023 License: CC BY 4. 1-dev-Controlnet-Upscaler. ☕️ Quick Inference The --input_path can be either the path to a single video or a folder containing multiple videos. like 600. TOS Here are some universal upscalers (neutral, sharp and sharper). f8edf6d verified 7 months ago. License: mit. App Files Files Community 3. Running 31. jasperai/Flux. This section discusses how to use the Diffusers library to achieve image super-resolution. 1 contributor; History: 8 commits. 8018fe4 over 1 year ago. Show files. Dec 20, 2023 · Hey guys, I am looking for a method to up-scale an image and have implemented some codes. You can customize additional setti Mar 13, 2023 · Pre-trained models are available at various scales and hosted at the awesome huggingface_hub. I want to share about the results and findings Hopefully we can improve the design a little bit and come up some new ideas. Upscaler_for_ComfyUI / 4x-UltraSharp. Expects a single or batch of images with pixel values ranging from 0 to 255. Model card Files Files and versions. The Stable Diffusion upscaler diffusion model was created by the researchers and engineers from CompVis, Stability AI, and LAION. Feb 28, 2025 · jasperai/Flux. upscaler / ESRGAN / 4x_RealisticRescaler_100000_G. 🤗. Dec 11, 2023 · Unlock the magic of AI with handpicked models, awesome datasets, papers, and mind-blowing Spaces from omarei This app runs code provided in an environment variable, allowing users to execute custom scripts or commands without modifying the application directly. Test base image (512x512): Test steps: Upscale image to (2048x2048) using R-ESRGANx4 Split image into tiles with size of 512x512, each tile overlaps with others by N pixels, where N image-upscaler. main upscaler / ESRGAN / 1x-ITF-SkinDiffDetail-Lite-v1. like 90. This setting can be altered in - "Image Input Resizer" nodes. Load the Model: Load the chosen model into your environment. 🤗 Ilaria Upscaler is part of the Ilaria AI Suite wich includes various easy and powerful tools. huggingface-projects Apr 8, 2024. This model is particularly suited for scenarios requiring lossless upscaling of images, such as image editing, game development, and virtual reality. I mostly explain some of the issues with upscaling latents in this issue. This is not face restoration, but simply a 4x upscaler trained on faces, therefore input images need to be of good quality if good output quality is desired. These have the caption included which has been appended, if you 4xRealWebPhoto_v4_dat2 Scale: 4 Architecture: DAT Author: Philip Hofmann License: CC-BY-4. 1-dev Controlnet Upscaler is an image upscaling model hosted on the Hugging Face platform, utilizing advanced deep learning techniques to enhance image resolution while maintaining quality. Running . g. bfloat16). Why Does this Upscaler Outperform Interpolation? Making images smaller removes the lower-level details from the image. 💖 upscaler. Creative Upscaler High-Res Image Generation HiDiffusion SDXL. License: apache-2. safetensors. 💖 ## 📦 Installation 📦 To use this project, clone the original Space on Hugging Face. uwg Upload 33 files. quality trade-off The Clarity AI Upscaler is a hybrid tool that functions as an upscaler and an enhancer. 0 Purpose: Compression Removal, Deblur, Denoise, JPEG, WEBP, Restoration ⚡ Flux. With V8, NOW WORKS on 12 GB GPUs as well with Juggernaut-XL-v9 base model. history blame contribute delete We’re on a journey to advance and democratize artificial intelligence through open source and open science. If you use the neutral upscaler it adds nothing to your image except a larger scale. Apr 5, 2023 · For additional comparisons of more upscaler models, you can check out this comprehensive post on Reddit written by /u/Locke_Moghan/. :white_check_mark: Support enhancing non-face regions (background) with Real-ESRGAN. Upload an image, provide descriptions to guide the restoration, and choose the desired upscale facto Discover amazing ML apps made by the community Flux. like 131. kiin tkrfd fgmjw pnni gpn licet uvhh phmsol nszdzzf izbdu