Upscale models list.

Upscale models list So in those other UIs I can use my favorite upscaler (like NMKD's 4xSuperscalers) but I'm not forced to have them only multiply by 4x. 2 Jul 24, 2024 · upscale_model. We'll keep adjusting the list as they become converted. Upvote - upscale_models / DAT / DAT_x4. Upscaling Models. 5 Where as using chainner or any of the models from upscale. May 12, 2025 · Upscale Image(using Model)|图像通过模型放大-ComfyUI节点. Stable Diffusion in particular is trained competely from scratch which is why it has the most interesting and broard models like the text-to-depth and text-to-upscale models. MXNet Model Zoo - Collection of MXNet models. pth" file there (chaiNNer will show a message at the bottom right if you ever load an unsupported model), and then save image and select where and how to save it These pretrained models is what I have been using on this website to upscale different examples for you. The upscale model used for upscaling images. comfyui节点文档插件,enjoy~~. Each method has its own characteristics and suitable scenarios. Though they can have the smallest param size with higher numerical results, they are not very memory efficient and the processing speed is slow for Transformer model. 添加 Upscale Image（using Model）节点. Upscalers & Filter Models - Artifact Removal: Model: 1x Jaywreck3-Lite Function: Removal of compression artifacts, even if an image was compressed multiple times Variations: Default, Soft (Denoising) Link Unlike Dreambooth models, base models do not require an activator prompt and can be used in a more flexible way. What are the Best Upscale Models in Stable Diffusion? Stable Diffusion offers a variety of upscaling models to choose from, each optimized for specific types of images. Generation Model. Look for the "Clip text encode prompt" and add it. It's especially amazing with SD1. param format) into the "models VanceAI Image Upscaler is the optimal choice on our list due to its advanced features. First compression round on the training dataset was 40-95, second round was 80-100. Then another node under loaders> "load upscale model" node. Unlock the magic of AI with handpicked models, awesome datasets, papers, and mind-blowing Spaces from pheonis upscale models. Advanced Options. There are so many upscalers. In the ComfyUi folder look for extra_model_paths. My twelfth release, this time a HAT large and small model (they uploaded HAT-S codes and models two months ago) - a 4x realistic photo upscaling model handling JPG compression, trained on the HAT network (small and large model) with musl's Nomos8k_sfw dataset together with OTF (on the fly degradation) jpg compression and blur. The 1. info/ 找到各种用于照片、人物、动画等的放大模型。 You will find a list of Projects that have been done already here. Aug 4, 2024 · This is a repo for me to publish my self trained single image super resolution (sisr) models. We would like to show you a description here but the site won’t allow us. This model is trained for 1. wiki natively in a1111 you have the advantage of constantly updated models or more fine tuned models for what you are trying to do. Please keep posted images SFW. Yea then just make the chain with the components load image (and select the image you want to upscale), upscale image and load model out of the PyTorch section, select the "4x_Valar_v1. Select Manager->Model Manager and filter with upscale, then download them. The name of the upscale model. 5 • Realistic Portrait SDXL - Pony : AniVerse PXL • Oct 28, 2024 · The Ultimate SD Upscale model is the most difficult choice in this whole process. It offers a search engine to find models for specific use cases like photos, anime, video frames, faces, game textures, and more. Complete list of my public ESRGAN models. Individual machine learning models that could be converted to Core ML. 40 Digital: $35. They are best suited to a Node. The available options for this parameter are dynamically generated from the list of models located in the upscale_models directory. 4x_foolhardy_Remacri is now available in the Extras tab and for the SD Upscale script. The American car company Chrysler has produced many different models of cars under the brand name. NET. Dec 29, 2024 · 文章浏览阅读3w次，点赞38次，收藏44次。学习和使用ComfyUI最痛苦的是什么？就是这满屏的红色方框和和，处理完一批又一批，很多人玩了一两个流程就搞不下去了，很多初学者因此就放弃了。 esrgan-thick. Official Flux Tool Suite. Our backend is fully open-source under the AGPLv3 license. inputs. There are many upscale models designed for image enhancement, and the most popular resource to find them is the OpenModelDB – a community driven repository with hundreds of models, trained to upscale different forms of image. https://civitai. download Copy download link. Add Noise simply allows the user to add digital noise to counter some strong noise reduction and texture smoothing results. outputs. Next, find "Ultimate SD Upscale" and add it. upscaler_hook_opt (optional) An optional parameter that allows you to specify a custom hook for post-processing the upscaled image. At first, you might see "Null Model Name" in the "Load Upscale Model" Node. It abstracts the complexities of locating and initializing upscale models, making them readily available for further processing or inference tasks. 8M，看看大小是否一样，需要重启cmd才会生效 Ultimate SD Upscale是放大插件，只在图生图工作，本身并不能放大，需要调用各种放大器来放大。安装报错是网络连接不上，需要给cmd挂梯。 Click twice in the clip space. This article compiles the magnification model resources I have collected. to find the desired models. Data, who also made the ComfyUI Manager, is responsible for its creation. 2. Allows you to change the AI model used in the generation process (distinct from the upscaling model). 5 comes with a Custom Models option where users can select a models folder and use their own imported models. Jun 14, 2024 · LDSR Upscale: The LDSRUpscale node is designed to enhance the resolution of images using advanced Latent Diffusion Super Resolution (LDSR) techniques. Oct 27, 2021 · Date: 2021-10-27: Dataset: So many. In other UIs, one can upscale by any model (say, 4xSharp) and there is an additional control on how much that model will multiply (often a slider from 1 to 4 or more). A pixel upscale using a model like ultrasharp is a bit better -and slower- but it'll still be fake detail when examined closely. More details on model performance across various devices, can be found here. 사진, 인물, 애니메이션 등을 위한 다양한 Upscale 모델을 OpenModelDB 에서 찾을 수 있습니다. You can click to view the model information for different versions. Jan 17, 2024 · Custom nodes for SDXL and SD1. Every interlaced model allows you to select the Field order and add noise. This parameter is crucial as it determines which pre-trained model will be used for the upscaling process. Known Upscale Models: Many different models have various optimizations like ones for real life and ones for anime, 4xHDCube is one that is made for games and can substitute most upscale models, however, it is always better to have multiple upscale models for the best-looking texture. Model Preparation: Obtain the ESRGAN or other upscale models of your choice. Finally, add the "Save Image" node into your clip-space. Dec 14, 2023 · Saved searches Use saved searches to filter your results more quickly The right upscaler will always depend on the model and style of image you are generating; Ultrasharp works well for a lot of things, but sometimes has artifacts for me with very photographic or very stylized anime models. This workflow add animate diff refiner pass, if you used SVD for refiner, the results were not good and If you used Normal SD models for refiner, they would be flickering. 加载放大模型节点加载放大模型节点 加载放大模型节点可用于加载特定的放大模型，放大模型用于放大图像的尺寸。 输入 model_name 放大模型的名称。 输出 UPSCALE_MODEL 用于放大图像尺寸的放大模型。 May 12, 2025 · Learn about the UpscaleModelLoader node in ComfyUI, which is designed to load upscale models from specified paths. Upscale model list can be modity in your settings. Stable Diffusion x4 upscaler model card This model card focuses on the model associated with the Stable Diffusion Upscaler, available here. For upscaling I mainly used the chaiNNer application with models from the Upscale Wiki Model Database but I also used the fast stable diffuison automatic1111 google colab and also the replicate website super resolution collection. Browse upscaler Stable Diffusion & Flux models, checkpoints, hypernetworks, textual inversions, embeddings, Aesthetic Gradients, and LORAs This model is an implementation of Real-ESRGAN-x4plus found here. Caffe Model Zoo - Big list of models in Caffe format. You can load this image in ComfyUI open in new window to get the workflow. - Upscale Nodes · Suzie1/ComfyUI_Comfyroll_CustomNodes Wiki 1 day ago · Image Upscale With Model 图像通过模型放大 了解 ComfyUI 中的 ImageUpscaleWithModel 节点，用于使用指定的放大模型放大图像。 它通过将图像调整到适当的设备、有效管理内存，并以平铺方式应用放大模型来处理放大过程，以适应潜在的内存不足错误。 And I don't use the hand-optimizer -> both models dramatically decrease the quality of hands in my pictures (can't find good settings for this group). main 4x-Ultrasharp / 4x-UltraSharp. That's practically instant but doesn't do much either. We have dedicated our energy and passion to achieving a level of accuracy, precision and excellence that raises the finished replica far above anything previously created. txt in the Fooocus folder. Jan 6, 2024 · @Acly Sorry i face the same issue, i try a lot of means,but it also jump out of"Could not find Upscaler model 4x_NMKD-Superscale-SP_178000_G. Press Generate. This repo contains examples of what is achievable with ComfyUI. Drop it at upscale_model of the Upscale Image (using Model) node. Face Detailer is great for restoring characters' faces in photos, movies, and animations, and the 4x UltraSharp Model Apr 3, 2024 · 5. Of course, you will need a slightly capable computer with decent hardware to run these models locally. This new site has a tag and search system, which will make finding the right models for you much easier! If you have any questions, ask here: https://discord. 拖动并按住Load Upscale Model的UPSCALE_MODEL输出。将其放在Upscale Image (using Model)节点的upscale_model处。 6. example. May 12, 2025 · This tutorial introduces three different methods for image upscaling in ComfyUI: pixel resampling, SD secondary sampling upscaling, and using dedicated upscaling models. 1xDeJPG OmniSR model. Jaideep Singh adding DAT, HAT and Omni-SR. 60 Unlike Dreambooth models, base models do not require an activator prompt and can be used in a more flexible way. I've eventually settled on 4x-UltraSharp as my favorite, but there are pros and cons to other choices. 4x-UltraSharp. Aug 13, 2023 · They can be used with any SD1. At first I just used the UltraSharp model, but then got courious of how it compares to the other models, and then how these models fare against each other. higher denoise), it adds appropriate details. Here is an example: You can load this image in ComfyUI to get the workflow. ComfyUI Examples. Datasets to train your models. OpenModelDB is a community driven database of AI Upscaling models. Put your NCNN models (in . Lt. 6. download Copy Interesting - I'll try switching to the 150000_G. gg/cpAUpDK. You can find Vaes and upscale models on websites like huggingface and Civitai. Space : AniMage PXL • AniReal PXL • Lucid Dream • AniMage SD1. Jun 5, 2023 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. Add the realesr-general-x4v3 model - a tiny small model for general scenes. OpenModelDB is a community-driven database of AI upscaling models that provides an easy way to discover and compare upscaling models. Reply reply WeuUI will(I think) download upscale models itself, select any model end with (W) will work for WebUI. All my self trained &amp; released AI upscaling models. If you are looking for upscale models to use you can find some on OpenModelDB open in new window Mar 28, 2024 · I just installed it and the necessary custom nodes, and I am trying to connect it to my already existing ComfyUI, but it can't connect because : Error: Could not find Upscaler model Upscale model 'fast_4x' for All. Examples # You guys have been very supportive, so I'm posting here first. com/models May 12, 2025 · You can find a variety of upscale models for photos, people, animations, and more at https://openmodeldb. js environment with a GPU, although can be used in the browser with significant latency. once you have a good prompt and/or seed, use hires fix to upscale in the txt2img tab (main thing there for me is cutting down the default denoising to something like 0. Make sure to download the model and place it in the ComfyUI/upscale_models folder. - Suzie1/ComfyUI_Comfyroll_CustomNodes Upscale Image (using Model) 节点是 ComfyUI 中的一种高级图像放大工具，它通过深度学习模型（例如 ESRGAN、Real-ESRGAN 等）对图像进行超分辨率处理，以提高图像的分辨率和细节保留。 Aug 21, 2023 · Why Upscale Your AI Images? Before we dig into the models, let's discuss why you'd want to upscale your AI-generated images in the first place: Printability - Low-resolution AI images look pixelated or blurry when printed. pth. " but i'm pretty sure this file is in the same sitedon't know what the problem is. Update 08. To use your custom models, follow these steps: Make a folder called "models". 60 Jun 3, 2024 · Nevertheless, it is worth noting that despite the abundance of models available on Civitai, it is advisable to adhere to a selection of 3-5 models for optimal results. 04. use ComfyUI Manager to download ControlNet and upscale models. The #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows. 2024: I am currently in the process of updating this repo by creating a github release on this repo for each released model, check out the Released Section in this partly updated README. Selecting the May 12, 2025 · Load Upscale Model-放大模型加载器. py", line 22, in fix_model_layers raise Exception("The file is a RealESRGAN model, it can't be used as a ESRGAN model. So go ahead and check out OpenModelDB to find image upscaling models tailored to your specific image type. In addition to Chrysler models built in the United States, the list also includes vehicles manufactured in other countries and cars designed by other independent corporations that were rebranded for Chrysler. Connect the Load Upscale model with the Upscale Image (using model) to VAE Decode, then from that image to your preview/save image. Upscale an image. Scheduler: For upscaling, the K DPM 2 scheduler is recommended for getting extra detail. com, switch to Models section, and filter the results by model name, time period, model status, model types, base model, etc. rounding_modulus. It has more settings to deal with than ultimate upscale, and it's very important to follow all of the recommended settings in the wiki. info/. This article organizes model resources from Stable Diffusion Official and third-party sources. Open it up with notepad and change the directory to where your upscale files are. Also integrates smooth weapons mod Powerslave/Exhumed OnnxRuntime Image Upscale Library for . Select your preferred model and click on the Generate button to initiate the upscaling process. We have moved our models to a new dedicated model database page called OpenModelDB. The search bar will appear. These models are released together with the FaceUp dataset, plus the accompanying youtube video Most upscaling algorithms don’t know how to accurately fill in missing pixels, so you end up with blocky low-quality results. Please share your tips, tricks, and workflows for using this software to create your AI art. Feb 13, 2025 · 就是放在 \stable-diffusion-webui\models\ESRGAN 目录下，这个文件大小是63. List of Templates. Sep 13, 2024 · So, I did some research across various sites and found over 160 upscaling models. Experimenting with different models can help achieve the desired output. Unknown Multiple models probably: 4x on ALL textures. com/zhengchen1999/DAT. Note: If you are using the Professional Edition of Invoke (e. , you login at app. Again, click twice, search, and add "Load Upscale Model". I never noticed there were different versions. 此节点设计用于使用指定的放大模型放大图像。它通过将图像调整到适当的设备、有效管理内存，并以平铺方式应用放大模型来处理放大过程，以适应潜在的内存不足错误。 Jun 12, 2023 · Custom nodes for SDXL and SD1. Feb 4, 2025 · To run these custom AI upscaling models, you will have to use another program such as ChaiNNer, Upscayl, ComfyUI, or Topaz Gigapixel. This repository will contain extra models that users can download and use in Upscayl. Our old table of custom models. Common upscale models for ComfyUI. example. Dec 9, 2024 · In the right panel, choose the AI model you want to use and select the upscale photo size. OnnxStack. The Model Database. Upscale Model Examples. 7M; Model size: 67. These models are the best ESRGAN upscaling models, at the cost of slower inference. com/XPixelGroup/HAT. Meant to remove jpg artifacts. 0: ESRGAN Universal Upscaler 2021-08-23 UniScale strikes a nice balance between sharpness and realism. 4) if you still want more resolution, go to the extras tab (depends on what I'm doing here - usually with a phone wallpaper I don't need to upscale, but with realistic portraits For upscaling I mainly used the chaiNNer application with models from the Upscale Wiki Model Database but I also used the fast stable diffuison automatic1111 google colab and also the replicate website super resolution collection. 25" x 10. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. e. 123 likes. May 12, 2025 · 放大模型示例. Please wait while your request is being verified Oct 22, 2023 · 1. 5 checkpoint model. https://github. pth 文件放置在 upscale_models 文件夹中 成功安装后，您可以在“额外选项卡”中找到新的升级工具。 效果 下载内容 May 12, 2025 · Upscale Models AI 확대 모델 리소스 (Upscale Models AI Magnification Model Resources) 아래는 제가 수집한 확대 모델의 저장소입니다. updated Mar 11. UPSCALE_MODEL. Use the ONNX version in tools like VideoJaNai 2. json-> api_hf_upscaler_list 3. The path of models can be found or changed in config. 拖动并按住Upscale Image (uisng Model)节点的IMAGE输出。 Oct 10, 2023 · Saved searches Use saved searches to filter your results more quickly Dec 6, 2024 · 文章浏览阅读1w次，点赞49次，收藏38次。学习和使用ComfyUI最痛苦的是什么？就是这满屏的红色方框和和，处理完一批又一批，很多人玩了一两个流程就搞不下去了，很多初学者因此就放弃了。 Download Workflow : OpenAI link. Jul 28, 2024 · Since Upscayl v2. OG: Yes = Stays faithful to source material (Re-master) comfyui节点文档插件,enjoy~~. After gathering and applying over 600 different upscaling models, I learned how to train my own models, and these are the results. This parameter specifies the model to be used for upscaling the image. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. Pro Template. Upscayl v2. 该节点会检测位于 ComfyUI/models/upscale_models 文件夹下的模型， 同时也会读取你在 extra_model_paths The upscale files are not linked. Sep 4, 2024 · Use preinstalled upscaling models or upload custom upscaling models in Invoke to have more control of the upscaling process. Comfyui needs to download upscale models by yourself. model_name. 以下是我收集的一些放大模型的资源库。 你可以在 https://openmodeldb. -dn is short for denoising strength. I didn't create this upscaler, I simply downloaded it from a random link on reddit and uploaded here as I couldn't find it anywhere else. io ここからコピーしてくれば出来てしまうのです Nov 20, 2024 · 文章浏览阅读2. Official Models trained by the original paper authors, such as xinntao; The Dataset Database. Welcome to UpScale Hobbies & Gaming! Discover a wide range of trading card games, table top miniatures, model kits and hobby supplies. - meijiang Sharp models have issues depth of field but are best at removing artifacts - __Soft:__ For cleaner sources. We have moved to https://openmodeldb. It was interesting to compare different outputs to find the one I liked the most. This article organizes various versions and related resources of the Flux model, including officially released tools, community-optimized versions, plugins, and more. Stable Diffusion Upscale model magazine showcasing amazing young models, high fashion designers and photographers from around the World! Standard / 8. Stable Diffusion 1. 我们可以继续使用上一个 workflow，然后先删掉 Upscale Image By 节点。然后添加 Upscale Image（using Model）节点，它在 All node → image → upscaling 里。 添加 Load Upscale Model 节点. 3k次。Prompt outputs failed validation SUPIR_model_loader_v2: - Value not in list: supir_model: 'SUPIR-v0F. example usage text with workflow image Aug 13, 2024 · 以下是如何使用 ESRGAN 等高级模型的示例。将它们放在 models/upscale_models 文件夹中，然后使用 UpscaleModelLoader 节点加载它们，并使用 ImageUpscaleWithModel 节点使用它们。 以下是一个例子： 您可以在ComfyUI中加载此图像以获取工作流程。 Gigapixel 8 is an AI-powered image upscaling tool that enhances and enlarges images up to 16 times their original size. Sep 2, 2023 · Description: 4x photo upscaler for faces, trained on the FaceUp dataset. Superscale is the other general upscaler I use a lot. If you want actual detail at a reasonable amount of time you'll need a 2nd pass with a 2nd sampler. Using a mix of ESRGAN and wifu2x models. Here is an example: Example. ") Exception: The file is a RealESRGAN model, it can't be used as a ESRGAN model. Last updated on May 13, 2025. Jul 25, 2023 · Check my EXCLUSIVE models on Mage. ai through your web browser) In both of these, an upload button should appear in the second section once the model is loaded. Simply got to civitai. Upscayl uses the power of AI to upscale your images with the best quality possible. Accessing the Models in ComfyUI: On the ComfyUI interface, drag the UpscaleModelLoader node into your workflow area. Mar 27, 2025 · The model_name parameter specifies the name of the upscale model you wish to load. Different AI models can produce varying results. 1 Tools suite, which includes the following four main features: So from VAE Decode you need a "Uplscale Image (using model)" under loaders. I used: RAW images shot by myself, SignatureEdits, AdobeMIT-5K, DIV2K, TLOK from brucethemoose, some rock/stone images from ALSA, and many images provided by <@724494344270381097> (thanks!) Copy it to: \stable-diffusion-webui\models\ESRGAN. Update the RealESRGAN AnimeVideo-v3 model. A node called ComfyUI Face Detailer can recognize and improve faces with ease. This repository provides scripts to run Real-ESRGAN-x4plus on Qualcomm® devices. This node leverages a sophisticated model to upscale images, providing high-quality results that maintain the integrity and details of the original image. On November 21, 2024, Black Forest Labs released the Flux. ckpt' not in (list of length 29) 这个报错呢。所以需要检查设置该参数的地方，将其修改为上述允许范围内的一个合适的值。 Our work is unique in its attention to detail together with a focus on creating models that truly capture the style and spirit of each car. Aug 2, 2023 · A 1x OmniSR model by Helaman. g. Oct 30, 2024 · Upscale Models. Official Models. In this blog, I’ve compiled their information, including their purposes and download links, along with step-by-step instructions for your convenience. Upscayl uses AI models to enhance your images by guessing what the details could be. Restart WebUI. Reply reply _rundown_ • Great tip! List of Models used # Since I generally use the model name as the output file names in the examples on this page, this list is automatically generated by extracting the base file names out of the examples and adding only unique items to this sorted list. 5, you can load your own NCNN models into Upscayl. Complete archive including old and obsolete models: Models Archive. Conceptualized by former founder of High Status Digital Marketing Agency. 75" Print + Digital: $33. The Load Upscale Model node can be used to load a specific upscale model, upscale models are used to upscale images. Oct 13, 2022 · pretrained_net = fix_model_layers(crt_model, pretrained_net) File "F:\stable-diffusion-webui\stable-diffusion-webui\modules\esrgan_model. TensorFlow Slim Models - Another collection of TensorFlow Models. May 5, 2023 · LDSR, swinIR gone from upscale models list Per title, I&#39;m not sure when it happened but it&#39;s definitely after I updated to 1. Removing Artifacts - AI images often have weird glitches, distortions, and ESRGAN Models - Complete List. Image variation 本期测试了社区热度比较高的12款upscal图像高清放大模型，针对人像、动漫、风景、建筑等各种类型的测试。 12款upscale模型打包下载 Sharp models have issues depth of field but are best at removing artifacts - __Soft:__ For cleaner sources. Apr 29, 2023 · For this guide, we will be using 4x-UltraSharp. This parameter provides additional flexibility, enabling you to use specialized models for specific tasks. Fixを作っていきます。 ComfyUIのワークフローは、ComfyUI Examplesっていうサイトがあって、そこにワークフローが置いてあります。 ComfyUI Examples Examples of ComfyUI workflows comfyanonymous. github. Model Details Model Type: Model_use_case. The model was trained on crops of size 512x512 and is a text-guided latent upscaling diffusion model. A lot of pretrained models can be found on the Upscale Wiki Model Database. Direct the node to the models/upscale_models folder, allowing it to access the The Dione models are tuned to deinterlace interlaced files and upscale using a single AI model. history Load Upscale Model node. Here are the original repos, please refer to them for citation: https://github. 5 inpainting model works really nice with the sd upscale script. To upscale an image in Fooocus: Select the Input Image checkbox. One more concern come from the TensorRT deployment, where Transformer architecture is hard to May 12, 2025 · Flux Model Resource Collection. Blood Upscale Pack: Blood (1997) Phredreeke: ESRGAN: Multiple models, primarily Manga109: 2x upscales of most graphics in the game. On my list of things to do is to train my own upscale model because high quality photography samples are somewhat different than most of these upscalers that are meant to also deal with jpg artifacts, smoothing, etc. Google Link. Below is a small list of known/tested upscale models. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. Below are the original release addresses for each version of the Stability official initial release of Stable Diffusion. Actually, I am not that much like GRL. 你会发现 Upscale Image（using Model）还有一个 model 端点需要连接。 Dec 30, 2024 · 文章浏览阅读5164次。### ComfyUI 放大模型存储路径 在 ComfyUI 中，放大模型通常被放置于特定的目录下以便程序能够识别并加载这些模型。 使用模型放大图像节点使用模型放大图像节点 使用模型放大图像节点可以用来通过加载的模型放大像素图像，该模型通过节点加载。 输入 upscale_model 用于放大的模型。 image 要放大的像素图像。 输出 IMAGE 放大后的图像。 This path led me to chaiNNer project, and with it the Upscale Wiki, which features a lot of different models. Model card Files Files and versions Community 6. com/models/116225/4x-ultrasharp. May 12, 2025 · Stable Diffusion Official Models Resources. 001_classicalSR_DF2K_s64w8_SwinIR-M_x2; 001_classicalSR_DF2K_s64w8_SwinIR-M_x3 Fastest would be a simple pixel upscale with lanczos. Welcome to the unofficial ComfyUI subreddit. Here is an example of how to use upscale models like ESRGAN. If upscale_model_opt is provided, it uses the model to upscale the pixel and then downscales it using the interpolation method provided in scale_method to the target resolution. com/Francis0625/Omni-SR. I tried all the possible upscalers in ComfyUI (LDSR, Latent Upcale, several models such as NMKV, the Ultimate SDUpscale node, "hires fix" (yuck!), the Iterative Latent upscale via pixel space node (mouthful), and even bought a license from Topaz to compare the results with Faststone (which is great btw for this type of work). What is Face Detailer? Creator Dr. Add small models for anime videos. This parameter determines the rounding modulus used during the resizing process. Put them in the /ComfyUI/models/upscale_models to use. Chrysler wordmark. This model can upscale almost anything well. yaml. 放大模型示例 以下是如何使用 ESRGAN 等高级模型的示例。将它们放在 models/upscale_models 文件夹中，然后使用 UpscaleModelLoader 节点加载它们，并使用 ImageUpscaleWithModel 节点使用它们。 以下是一个例子： Example 您可以在ComfyUI中加载此图像以获取工作流程。 如果你正在 Jul 3, 2024 · 皆さんは、「ComfyUI」というものをご存知でしょうか？この記事では、「ComfyUI」を使って画像をアップスケールする方法について解説しています。ワークフローの構築方法なども含めて画像つきで詳しく解説しています。ぜひご覧ください！ It's a bunch of interpolated models based around UltraSharp and my other models: 4xESRGAN: Sample 1 Sample 2 Sample 3 Sample 4: UniScale-Balanced/Strong: Kim2091: 4x CC BY-NC-SA 4. It also supports the -dn option to balance the noise (avoiding over-smooth results). Also include 2x version. 拖动并按住VAE Decode的IMAGE输出。将其放在Upscale Image (using Model)的图像输入处。 7. 1 MB Stable Diffusion x4 upscaler model card This model card focuses on the model associated with the Stable Diffusion Upscaler, available here. Feb 14, 2025 · You can specify a checkpoint model and LoRA in the Model tab. 5 combined with controlnet tile and foolhardy upscale model. Feb 21, 2025 · 4. Shop now to elevate your gaming experience and bring your passions to life! If you let it get creative (i. Under Upscale or Variation, select the upscale option you want. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. The models I used are listed in the Set Details in the multi models page or then at the very beginning of the page of a single upscaler like SwinIR. No more swinIR or LDSR upscale modes in img2img, extra, or txt2img hiRes mode. Moreover, this software includes an AI anime upscaling model designed to enhance small anime pictures up to 16x their size. Sep 10, 2024 · ComfyUIのノードを線でつなぐの楽しくなってきました。 今日はHires. We aim to provide a better way to find and compare models than existing sources. attach to it a "latent_image" in this case it's "upscale latent" Feb 24, 2024 · 第一个就是一般的，有包含放大的 upscale，虽然听起来好像废话XD，但会这么说是因为第二个呢，是不包含放大的 upscaler，也就是说它会用 upscale model 去做细化、重绘，但不改变尺寸，依你的需求来选择你要叫出的方块吧。 Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. ) to get it running. Right-click on an empty space and select Add Node > image > upscaling > Upscale Image (using Model) to add the new node. TensorFlow Models - Models for TensorFlow. 以下是如何使用像ESRGAN这样的放大模型的示例。将它们放入models/upscale_models文件夹中，然后使用UpscaleModelLoader May 12, 2025 · Upscale Models SD放大模型资源. Join our vibrant community, explore new arrivals, and stay updated with the latest trends and releases. Please see anime video models and comparisons for more details. Drag and hold the UPSCALE_MODEL output of Load Upscale Model. Drag and hold the IMAGE output of the VAE Decode. bin + . Different models may offer varying levels of detail and quality, so choosing the right model is crucial for achieving the desired results. ImageUpscaler Upscale Models. You could also load Upscayl's official Custom Models Repository. 867e7c0 over 1 year ago. Soft models preserve depth of field but may not remove other artifacts as well __Notes:__ - MoSR doesn't work in chaiNNer currently - To use MoSR: 1. 1856559 about 2 years ago. PixelKSampleUpscalerProvider - An upscaler is provided that converts latent to pixels using VAEDecode, performs upscaling, converts back to latent using VAEEncode, and For the upscale model you could probably swap that out, too, depending. lokCX Upload 4x-UltraSharp. 5. With this tool, you can upscale low-resolution images up to 8 times their original size without losing quality. Examples of ComfyUI workflows. It uses Real-ESRGAN and Vulkan architecture to achieve this. Options include: 100%, 200%, 300%, or 400% Make further adjustments to the image, if required, and click the eye icon to preview the image before saving May 12, 2025 · Upscale Model Examples. Browse upscale Stable Diffusion & Flux models, checkpoints, hypernetworks, textual inversions, embeddings, Aesthetic Gradients, and LORAs Mar 23, 2025 · upscale_model_opt (optional) An optional parameter that allows you to specify a custom upscaling model. I think the "8NMKDFaces160000G_v10" model gives the best skin texture output while at the same time doing an ok job of preserving other textures in the picture. Upscale is a classy high end model agency base in Hi,I started to create anime images and I'm looking for a good upscaler,I tried 4x animesharp but the results were too sharp for me Does anyone have… In other UIs, one can upscale by any model (say, 4xSharp) and there is an additional control on how much that model will multiply (often a slider from 1 to 4 or more). 1. super_resolution; Model Stats: Number of parameters: 16. Should look like vanilla, but less 2006. Featuring advanced models like Recover and Redefine, it sharpens and restores details in low-resolution or blurry images, bringing them closer to reality. invoke. To solve this problem, Topaz Photo AI’s neural networks are continuously trained on a wide variety of sample images to understand how photorealistic detail looks. To convert models from PyTorch, see 🖥️ Model Conversion Guide. These models are an improvement over the previously released 4xFFHQDAT and are its successors. Once you've uploaded your image, the second notebook should automatically download the results once the inference is complete. Place them into the models/upscale_models directory of ComfyUI. Regarding the model-List and their paths: When you release Version 9 of your workflow, I'll write down everything I have to do (which models to get etc. Upscaling allows high-quality physical prints. Sometimes models appear twice, for example “4xESRGAN” used by chaiNNer and “4x_ESRGAN” used by Automatic1111. 25M steps on a 10M subset of LAION containing images >2048x2048. dllql numl taoi jyiao wptik yrxjj utb rerhimv athprcr uycsuk