Huggingface upscaler Below the original text . 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. 1775a73 verified 8 months ago. 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). quality trade-off The Clarity AI Upscaler is a hybrid tool that functions as an upscaler and an enhancer. 1 [dev] is a 12 billion parameter rectified flow transformer capable of generating images from text descriptions. 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. 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. Currently, SDXL has some minimal ssube/stable-diffusion-x4-upscaler-onnx. However, many Stable Diffusion Web UI upscaler / ESRGAN. Discover amazing ML apps made by the community 🎉 Welcome to Ilaria Upscaler! 🎉. like 598. This application allows users to upload an image and enhance its quality by upscaling it to higher resolutions and optionally applying HDR effects. com/ajax/libs/KaTeX/0. cloudflare. 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. 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. 0. Dec 20, 2023 · Hey guys, I am looking for a method to up-scale an image and have implemented some codes. 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. a9571a7 about 2 years ago. App Files Files Community 7 main Tile-Upscaler. Using the Remacri upscaler in Automatic1111: Get the '4x_foolhardy_Remacri. 12. Upload an image and provide a prompt to guide the motion, then adjust settings like frame rate and clarity. 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. 🍰 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. 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. 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. Tile-Upscaler. Creative Upscaler High-Res Image Generation HiDiffusion SDXL. App Files Files Community . Ilaria Upscaler is part of the Ilaria AI Suite wich includes various easy and powerful tools. download Copy download link. I forget to set : use_karras_sigmas=True, when using DPM++ 2M Karras in diffusers. 4xRealWebPhoto_v4_dat2 Scale: 4 Architecture: DAT Author: Philip Hofmann License: CC-BY-4. :white_check_mark: Support enhancing non-face regions (background) with Real-ESRGAN. Users can adjust settings like resolution, streng upscaler. This model card focuses on the model associated with the Stable Diffusion Upscaler, available here. The model was trained on crops of size 512x512 and is a text-guided latent upscaling diffusion model. jasperai/Flux. The model was originally released in Latent Diffusion repo. 1-dev-Controlnet-Surface-Normals Description: 4x photo upscaler for faces, trained on the FaceUp dataset. pickle. history blame contribute It's primarily designed for use with HuggingFace Spaces. This model was trained on a high-resolution subset of the LAION-2B dataset. 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. Upload an image, provide descriptions to guide the restoration, and choose the desired upscale facto Discover amazing ML apps made by the community Flux. 55. See Gradio Web Demo. For more information, please read our blog post. ⚡ Flux. 0 Purpose: Compression Removal, Deblur, Denoise, JPEG, WEBP, Restoration upscaler. safetensors. 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. 3. The Stable Diffusion latent upscaler model was created by Katherine Crowson in collaboration with Stability AI. Refreshing Apr 14, 2024 · SUPIR: New SOTA Open Source Image Upscaler & Enhancer Model Better Than Magnific & Topaz AI Tutorial. 1-dev-Controlnet-Upscaler / diffusion_pytorch_model. 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. (a) (Optional) LLaVA can be downloaded automatically when set --use_llava to True, for users with access to huggingface. Model card Files Files and versions Community 4 main upscaler / ESRGAN / UniversalUpscaler. huggingface-projects Apr 8, 2024. These downsampled images are then given as input and the upscaler is forced to construct the original bigger images. 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. It's primarily designed for use with HuggingFace Spaces. This model is trained for 1. 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. Why Does this Upscaler Outperform Interpolation? Making images smaller removes the lower-level details from the image. Highlights: The Clarity AI Upscaler serves as both an upscaler and an enhancer, FLUX. Image Upscaler And Restoring GFPGAN Algorithm. 0/katex. ffxvs Upload Valar_4x. License: apache-2. License: mit. Aug 7, 2023 · I also find the reason too, thanks your attension. Running 31. 1-dev-Controlnet-Upscaler Image-to-Image • Updated 21 days ago • 12. StableDiffusionUpscalePipeline can be used to enhance the resolution of input images by a factor of 4. This repo contains . 09. Use this model main Flux. Copy it to: \stable-diffusion-webui\models\ESRGAN. This section discusses how to use the Diffusers library to achieve image super-resolution. f6bace5 verified 5 Created by: ComfyUI Blog: I have Created a Workflow which can enhance the blurry images, we can use FLUX. pth with huggingface_hub. taesd-x4-upscaler is useful for real-time previewing of the upsampling process. App Files Files Community 3. I mostly explain some of the issues with upscaling latents in this issue. image-upscaler. Running App Files Files Community Fetching metadata from the HF Docker repository Refreshing. This setting can be altered in - "Image Input Resizer" nodes. Expects a single or batch of images with pixel values ranging from 0 to 255. Fetching metadata from the HF Docker repository Refreshing. 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). Upload an image and choose the scaling factor to get a clearer, sharper output. This model inherits from DiffusionPipeline. Currently, we will utilize real-world data taken from Roboflow, but the workflow and pipeline remain fairly standard across different kinds of data. Running on Zero. . Model card Files Files and versions Community 5. 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. history blame contribute delete The Stable Diffusion x4 Upscaler is a powerful tool for upscaling images with impressive results. Upscalers. a6ad053 upscaler / SwinIR. Feb 28, 2025 · jasperai/Flux. 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. 1 model. 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. like 561. For the best speedups, we recommend loading the model in half-precision (e. 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. bfloat16). The difference of SUPIR vs #Topaz and #Magnific is like ages. Model card Files Files and versions Community Model card for upscale models. Load the Model: Load the chosen model into your environment. Ctrl+K. 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. pth' file linked in this post. 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. Select the Model: Choose the ControlNet model you need, such as upscaler, depth, or normals, from the Hugging Face repository. 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. 1-dev-Controlnet-Upscaler ⚡ Flux. Upvote 8 +4; Share collection View history Collection guide Browse collections System theme Company. com) ⚡ Flux. safetensors versions of the taesd-x4-upscaler weights. It is used to enhance the resolution of input images by a factor of 4. License: flux-1-dev-non-commercial-license. 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. This project leverages various libraries and modules to create a Graphical User Interface (GUI) for upscaling images. These models are an improvement over the previously released 4xFFHQDAT and are its successors. 1-dev-Controlnet-Upscaler Image-to-Image • Updated Mar 22 • 13. 1-dev ControlNet Upscaler, This model has been trained on lots of artificially damaged images—things like noise, blurriness, or compression. Parameters . 0, OS Ubuntu 22. Step 1: Open ComfyUI on MimicPC. :white_check_mark: We provide a clean version of GFPGAN, which does not require CUDA extensions. css" /> Photo Upscaler - a Hugging Face Space by groqcin. Model card Files Files and versions Community Jan 2, 2023 · Updates. 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. Apr 5, 2023 · For additional comparisons of more upscaler models, you can check out this comprehensive post on Reddit written by /u/Locke_Moghan/. TOS Here are some universal upscalers (neutral, sharp and sharper). mod-control-tile-upscaler-sdxl. like 597. 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. 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. MultiUpscaler base class and ESRGANUpscaler example; 🌟 Follow us on LinkedIn and Twitter; 👋 Join our Discord Server; Upscaler or Enhancer? Fidelity vs. Show files. English. 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 . finegrain / finegrain-image-enhancer. 9k • 699 R1000/Flux. Model card for upscale models Common upscale models for ComfyUI. Flux. min. 🤗 Ilaria Upscaler is part of the Ilaria AI Suite wich includes various easy and powerful tools. App Files Files Community 2. 08k. Running . 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. 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. ) Aug 17, 2023 · upscaler. Start by launching the ComfyUI application on MimicPC. b8ed1be over 2 years ago. 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. This model has 1 file scanned as suspicious. 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. Mar 27, 2023 · upscaler / ESRGAN / 4x-UltraSharp. 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. SD-Latent-Upscaler. This model comes in 4 different versions: 4xFaceUpDAT (for good quality input) upscaler / ESRGAN / 4x_NMKD-Siax_200k. The models they found here taken from the community OpenModelDB is a community driven database of AI Upscaling models. If you use the neutral upscaler it adds nothing to your image except a larger scale. 1-dev: Upscaler ControlNet ⚡ This is Flux. GFPGAN. Mar 13, 2023 · Pre-trained models are available at various scales and hosted at the awesome huggingface_hub. So in this tutorial you are going to learn everything about how to install, update and use SUPIR upscaler on your personal computer. <link rel="stylesheet" href="https://cdnjs. This app lets you transform any image into a short video by generating motion. 1-dev ControlNet Upscaler model by Jasper Ai on ComfyUI and briefly introduce some of the nodes used. . history blame Jun 3, 2024 · Implementing Diffusion-Based Upscaler Using Hugging Face 🤗 Diffusers. upscaler / ESRGAN / 4x_foolhardy_Remacri. 0 Purpose: Compression Removal, Deblur, Denoise, JPEG, WEBP, Restoration ⚡ Flux. history blame contribute delete We’re on a journey to advance and democratize artificial intelligence through open source and open science. images (ImageInput) — Image to preprocess. A1111 <> Diffusers Scheduler mapping · Issue #4167 · huggingface/diffusers (github. Feb 1, 2025 · I am testing the newly released Flux. 7. main upscaler / ESRGAN / 8x_NMKD-Superscale_150000_G. Think of this as an ESRGAN for latents, except severely undertrained. 4a00b98 over 1 year ago. 1 contributor; History: 41 commits. main upscaler / ESRGAN / 1x-ITF-SkinDiffDetail-Lite-v1. Upload an image and choose an upscaling model to improve its resolution and quality. Refreshing Real-ESRGAN PyTorch implementation of a Real-ESRGAN model trained on custom dataset. Qoc-Upscaler. 1 contributor; History: 8 commits. The Stable Diffusion upscaler diffusion model was created by the researchers and engineers from CompVis, Stability AI, and LAION. uwg Upload 33 files. 1-dev-Controlnet-Upscaler. 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 . Key Features Sep 29, 2024 · Upscaler: UPSCALER; Normals: NORMALS; Depth: DEPTH; Gradio Demo: DEMO UPSCALER HUGGINGFACE; Setup and Usage Operating Details and Effects. uwg Upload 14 files. f8edf6d verified 7 months ago. Clarity AI Upscaler Reproduction Spaces. 2023 License: CC BY 4. 💖 ## 📦 Installation 📦 To use this project, clone the original Space on Hugging Face. The upscaler diffusion model was created by the researchers and engineers from CompVis, Stability AI, and LAION, as part of Stable Diffusion 2. 001_classicalSR_DF2K_s64w8_SwinIR-M_x2. gokaygokay Update README. like 90. 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. The app processes the image and displays the upscaled version. ☕️ Quick Inference The --input_path can be either the path to a single video or a folder containing multiple videos. md. This model shows better results on faces compared to the original version. uwg Upload 4x-UltraSharp. Sep 30, 2024 · How to Use Flux-dev-Upscaler on MimicPC. like 220. history blame contribute delete This app restores and upscales images, allowing you to enhance low-resolution or damaged photos. Fetching metadata from the Latent upscaler. 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. I want to share about the results and findings Hopefully we can improve the design a little bit and come up some new ideas. :white_check_mark: We provide an updated model without colorizing faces. torch. Name: 4xFaceUpDAT Author: Philip Hofmann Release Date: 02. like 600. On a local benchmark (A100-40GB, PyTorch 2. With V8, NOW WORKS on 12 GB GPUs as well with Juggernaut-XL-v9 base model. 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. This model is particularly suited for scenarios requiring lossless upscaling of images, such as image editing, game development, and virtual reality. pth. AuraSR GAN-based Super-Resolution for upscaling generated images, a variation of the GigaGAN paper for image-conditioned upscaling. You provide an image and prompts describing the image, and the application generates a high-quality, upscaled vers Ilaria_Upscaler. Put them in Latent upscaler. 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. Upscaler_for_ComfyUI / 4x-UltraSharp. 1 contributor; History: 1 commit. 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. ONNX. 7k • 723 jasperai/Flux. like 1. 1 contributor; History: 23 commits. 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. like 131. To conserve costs, select the Mini configuration with a 4-core CPU upscaler / ESRGAN / lollypop. Model card Files Files and versions. App Files Files Community 14. Fetching metadata from the HF Docker repository Tile-Upscaler / README. 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. 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. These models are released together with the FaceUp dataset, plus the accompanying youtube video. This application allows you to enhance and upscale images up to x10 in resolution. clementchadebec Upload model. You can customize additional setti Mar 13, 2023 · Pre-trained models are available at various scales and hosted at the awesome huggingface_hub. However, it requires a high VRAM GPU to function, making it difficult for users with consumer GPUs to use. AccDiffusion. 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. 💖 upscaler. Make sure you restart it time to time to keep up with the new updates. like 22. Duplicated from SjoerdTeunisse/upscaler hesha / upscaler Pipeline to upscale the resolution of Stable Diffusion output images by a factor of 2. 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. uwg Upload 3 files. 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. 25M steps on a 10M subset of LAION containing images >2048x2048. AI_Resolution_Upscaler_And_Resizer. upscaler / ESRGAN / 4x_RealisticRescaler_100000_G. float16 or torch. 1-dev ControlNet for low resolution images developed by Jasper research team. Eata Upload 4x-UltraSharp. g. :white_check_mark: Integrated to Huggingface Spaces with Gradio. 🤗. 37k. If passing in images with pixel values between 0 and 1, set do_rescale=False. like 97. Restart WebUI. 04) with float32 and MCG-NJU/videomae-base-finetuned-kinetics model, we saw the following speedups during inference. Latent upscaler. like 2. Torch implementation is based on the unofficial lucidrains/gigagan-pytorch repository. upscaler. 8018fe4 over 1 year ago. jswrmceusnziclwrxskutqicuwokskhenwggkramatsggegvewcwog