Comfyui upscale video download I am quite happy with the model, I am working in a simple tool to generate more prompts from a simple one, Then call the API of OPENAI for the text and API comfyUI to generate the May 10, 2025 · If you have ever imagined generating high-quality videos faster than you can watch them, LTX-Video is here to turn that dream into reality. Model Preparation: Obtain the ESRGAN or other upscale models of your choice. Jul 24, 2024 · 🔍 CR Upscale Image Input Parameters: image. Built-in. Afterwards you reload ComfyUI, and the node should be usable now. Integrate world-class image and video upscaling, enhancement, and restoration into Jun 26, 2024 · ComfyUIで「Upscale」と「Hires. Beware it's not a safetensors model, and I hope someone converts them. 1 model and ComfyUI. Previous post result: Extensions for precise controls, editing and fine-tuning 16. If you’re aiming to enhance the resolution of images in ComfyUI using upscale models such as ESRGAN, follow this concise guide: 1. 5 model, and then enter your ComfyUI一键流 : 出图不用抽卡了，海量结果一图尽览，用XY图表轻松选出你最中意的那一张 Ultimate Upscaler is the best way to create highly detailed Upscales in ComfyUI. fix」を使用してみてください！ Apr 12, 2025 · This workflow allows you to generate the continuation from a video using WAN2. These are pro-shot indoor gigs from like 2015, often dark and the wide angle zoomed-out shots don’t have enough detail to properly enhance faces. Flux Mimic Motion. Apr 27, 2025 · This makes it one of the most essential and fundamental methods for beginners to learn about upscaling and incorporate as a module into custom-built workflows later on. Manual download to models/rife. LTX Video is a revolutionary DiT architecture video generation model with only 2B parameters, featuring: Real-time Generation: Capable of generating videos faster than real-time playback High-Quality Output: Smooth video output at 768x512 resolution and 24FPS Jun 19, 2024 · My attempt at a straightforward upscaling workflow utilizing SUPIR. How to install and use the 4X Ultrasharp Upscaler1. Upload the Image. It includes the following features ・Resizing ・Upscaling ・Prompt creation from images (using gemini) ・Control nets (soft edges, canny, depth, line art) Sep 19, 2024 · Before diving into the upscaling process, check out my previous tutorial to see how to implement it properly within ComfyUI. Multiple Tasks: Wan2. Frame interpolation is implemented at each stage of upscaling to ultimately enhance the initial video to high resolution. Rhea does better Oct 5, 2024 · These workflow are intended to use SD1. Use this if you already have an upscaled image or just want to do the tiled sampling. May 12, 2025 · 如何在局域网中访问 ComfyUI; 如何在 ComfyUI 中调整字体大小：分步指南; 如何更改 ComfyUI 的输出文件夹位置; 如何启用 ComfyUI 新版本菜单; 为什么使用相同的种子值，ComfyUI 和 A1111 生成的图像不一样？ ComfyUI 工作流导入后，widget 消失了无法设置或者调整输入 Sep 29, 2024 · Hey, everyone! Today, I’m excited to share a new ComfyUI workflow that I’ve put together, which uses the Flux model to upscale any image. This method consists of a few steps: decode the samples into an image, upscale the image using an upscaling model, encode the image back into the latent space, and perform the sampler pass. You can also do latent upscales. Apr 27, 2025 · Open the ComfyUI interface on MimicPC. Maintained by Fannovel16. RIFE VFI (rife47. The Upscaling group in the workflow enables you to increase the resolution of the generated videos. When you have a lot of videos to process, it becomes very tedious. May 12, 2025 · Alibaba has officially open-sourced its latest video generation model, Wan2. ComfyUI-VideoHelperSuite. This custom node is designed to handle large video frame sequences without memory bottlenecks. Upscayl uses the power of AI to upscale your images with the best quality possible. 1 and export the whole as a new video file. Download the file and drag and drop it into the ComfyUI workspace. Click "Choose file to upload" in the Load Image node and select your file. Mar 22, 2024 · To start with the latent upscale method, I first have a basic ComfyUI workflow: Then, instead of sending it to the VAE decode, I am going to pass it to the Upscale Latent node to then set my So if you want 2. May 12, 2025 · This tutorial details how to use the Wan2. Both work on the same principle of Upscaling using a Upscaling Model. Welcome to the unofficial ComfyUI subreddit. Learn more and start creating! Here are Simple Video Upscaler Workflows: 1_1) Video2Image Upscaler. Switched to Comfyroll's upscale custom node, wich also made the workflow even more simple. Jan 17, 2024 · Workflow for upscaling. moving the Automatic1111 workflow to ComfyUI has not been successful because I had initially planned to create an ultimate video upscaling workflow for ComfyUI. Function. 모든 노드 각각의 역할에 대해 간략하게 Mar 25, 2024 · Latent Upscaling-When not Upscaling during testing, make sure to bypass every upscaling group and the very latent upscale video combine node. ComfyUI, Microsoft Visual Studio build tools : Jan 16, 2024 · はじめまして。X(twitter)の字数制限が厳しいうえにイーロンのおもちゃ箱状態で先が見えないので、実験系の投稿はこちらに書いていこうと思います。 Upscale AI画像生成にはローカル生成であるStable Diffusion 1. rgthree-comfy. Please read on to learn how to Nov 23, 2024 · For several concert videos I’m remastering/upscaling I need an AI model like Iris MQ with face recovery but considerably stronger. ComfyUI-Frame-Interpolation. The workflow uses a flux-based model and the recommended tile width and tile height is 1024 x 1024: 4. Update ComfyUI from Manager by choosing "Update ComfyUI". Place the Upscale PART 2: 360° VIDEOS. ComfyUI-KJNodes. In this guide, we'll walk you through Created by: Mad4BBQ: What this workflow does Extremely EASY to use upscaler/detailer that uses lighting fast LCM and produces highly detailed results that remain faithful to the original image. Feb 21, 2025 · To use this upscaler workflow, you must download an upscaler model from the Upscaler Wiki, and put it in the folder models > upscale_models. 22% on the VBench leaderboard May 12, 2025 · Upscale Image(using Model)|图像通过模型放大-ComfyUI节点. safetensors; Stable Diffusion Upscale Models Download; 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. intended to fix bad AI video details or blurring. Creators Jan 22, 2024 · 画像のアップスケールを行うアップスケーラーには ・計算補完型アップスケーラー（従来型。Lanczosなど） ・AIアップスケーラー（ニューラルネット使用。ESRGAN） の2種類があり、ComfyUIでは、どちらも使用することができます。 AIアップスケーラーを使用するワークフロー ComfyUIのExampleにESRGANを May 12, 2025 · ComfyUI/ ├── models/ │ ├── clip_vision/ │ │ └── llava_llama3_vision. The video is set to 96 frames in the following node. So instead of one girl in an image you got 10 tiny girls stitch into one giant upscale image. Its a workaround that i dont want to do TBH, as it makes more work for both me and you. It is a node Apr 27, 2024 · 🎬 Abe introduces ComfyUI, a tool for creating morphing videos with a plug-and-play workflow. 1, which can run with only 8GB of video memory, supporting high-definition video generation, dynamic subtitles, and multi-language dubbing, surpassing models like Sora with a total score of 86. 04. WAS Node Suite Sep 13, 2024 · In this blog, I’ve compiled their information, including their purposes and download links, along with step-by-step instructions for your convenience. 📚 First, download the JSON file for the workflow from CIVITAI, created by ipiv. 4xFaceUpSharpDAT. I could change all loaders to load videos directly but that would need you to set the video for every video control you load and break any simple text boxes that load videos. It's popular to merge the latent up scale with the image upscale. Install via ComfyUI Manager. Examples below are accompanied by a tutorial in my YouTube video. safetensors. Rely on the auto-download mechanism. Join the largest ComfyUI community. Created by: Aderek: It couldn't be simpler. com/models/116225/4x-ultrasharp2. Introduction I saw article about upscaling in ComfyUi and though Upscale Model Examples. Move to the "ComfyUI/custom_nodes" folder. Prerequisites : If you are on windows, you can use my script to download and install all prerequisites : link. Feb 20, 2025 · Introduction The LTX Video Workflow is an advanced video processing pipeline designed for ComfyUI, enabling AI-powered video generation with frame interpolation, motion consistency, and high-quality outputs. Download the 4x-Ultrasharp upscaler - https://civitai. May 2, 2025 · Controls video sampling (frames/seed). We’re on a journey to advance and democratize artificial intelligence through open source and open science. 55 4. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. RealESRGAN_x4plus_anime_6B. ComfyUI-HunyuanVideoMultiLora. It's easy to use, just image input and output and change the upscale size. Due to time constraints, the video with the sudden zoom effect is still used as input. It should be provided in a format compatible with the node's processing capabilities. May 8, 2025 · ANY upscale model (depreciated): Realistic : RealESRGAN_x4plus. The approach depends on too many factors, and each input video requires a slightly different treatment. You can also reduce the width to as low as 256 px to speed up the generation. This parameter specifies the model to be used for upscaling the image. X. images. CR Upscale Image. Navigate to the folder address bar and type "cmd" to open the command prompt. With this method, you can upscale the image while also preserving the style of the model. fix」の使い方について解説しました。 ComfyUI_examplesを参考にして導入することで 簡単に「Upscale」と「Hires. If set to 2, it will double in size. Or simply other methods. A 2nd ControlNet pass during Latent Upscaling - Best practice is to match the same ControlNets you used in first pass with the same strength & weight May 12, 2025 · Learn about the LatentUpscale node in ComfyUI, which is designed to upscale latent representations of images. safetensors │ │ ├── llava_llama3_fp16. ThinkDiffusion_Upscaling. 5(SD1. Face super-resolution. Ugh. ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. From restoring to upscaling, what's s_noise and which sampler works with the restoration_scale, it's all in there. The final node is where comfyui take those images and turn it into a video. Base video generation. Learn about different Upscale Models and their benefits. This service is 100% free and lets you upscale a video online from your web browser. 1. safetensors │ ├── text_encoders/ │ │ ├── clip_l. ComfyUI Impact Pack. Jan 10, 2025 · Installation and Setup in ComfyUI. Custom LoRA (Manual Install) How to use SDXL lightning with SUPIR, comparisons of various upscaling techniques, vRam management considerations, how to preview its tiling, and even how to May 1, 2024 · Download (745. (None of the images showcased for this model are touched up ControlNet Tile + 4x UltraSharp | Image/Video Upscaler In this ComfyUI workflow, the initial video is generated by AnimeDiff. To find the downscale factor in the second part, calculate by: factor = desired total upscale / fixed upscale factor = 2. First some expectation management: don't hope to get insanely beautiful 360° videos. SUPIR upscaling wrapper for ComfyUI. 2 / 4. Make the video smoother by interpolating the frames. Download the workflow JSON file below. To integrate Hunyuan Video GGUF into your ComfyUI workflow, follow these steps: Download the Model: Obtain the Hunyuan Video GGUF from the official repository or trusted sources. This parameter accepts the images that you want to upscale. Here is an example: You can load this image in ComfyUI to get the workflow. The model is a pre-trained machine learning model designed to enhance image resolution. 1-I2V-14B. I love to go with an SDXL model for the initial image and with a good 1. May 12, 2025 · Detailed tutorial for Tencent Sonic ComfyUI workflow. Use this online tool to upscale a video file (such as MP4, MOV, AVI, etc) to 720p (HD), 1080p (Full HD), 2K and 4K without losing quality (of course the video source must be of good quality). 1 ComfyUI Workflow. Workflow download link: Click here. Actively maintained by AustinMroz and I. Please share your tips, tricks, and workflows for using this software to create your AI art. Reply reply. It introduces innovative Control Codes mechanisms combined with deep learning and multimodal conditional inputs to generate high-quality videos that conform to preset control conditions. Can be complemented with ComfyUI Fooocus Inpaint Workflow for correcting any minor artifacts. Jan 5, 2024 · I needed a workflow to upscale and interpolate the frames to improve the quality of the video. Extensions to create AI animations and videos Apr 7, 2025 · ComfyUI - IMG to VIDEO Workflow 1. safetensors │ └── diffusion_models Upscale Video. Here is an example of how to use upscale models like ESRGAN. Each method has its own characteristics and suitable scenarios. 0 license and offers two versions: 14B (14 billion parameters) and 1. It efficiently manages the upscaling process by adjusting the image to the appropriate device, optimizing memory usage, and applying the upscale model in a tiled manner to prevent potential out-of-memory errors. 1 fp8, GGUF, With a few questions at the beginning of the script, only the desired elements will be downloaded. I spent some time figuring out how to batch load the videos to reduce manual input. 2x, upscale using a 4x model (e. Download the image and video below for input conditions. Just put the "ComfyUI-Missing_nodes. ComfyUI Custom Nodes Download; Welcome to the unofficial ComfyUI subreddit. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. It is licensed under the Apache 2. 1 model, open-sourced by Alibaba in February 2025, is a benchmark model in the field of video generation. Currently, the Hunyuan Image-to-Video model has two versions: Feb 26, 2025 · It can generate a 5-second 480P video on an RTX 4090 in about 4 minutes (without quantization). (UPDATED) ComfyUI Guide to Flux Upscaling 3 methods by Nov 24, 2024 · 1. Basic Upscaling Workflow. Extensions for image upscaling with details 14. You end up with images anyway after ksampling so you can use those upscale node. In this guide, we are aiming to collect a list of 20 cool ComfyUI workflows that you can simply download and try out for yourself. Accessing the Models in ComfyUI: Apr 12, 2024 · The free options are ComfyUI and A1111, while the paid but easy-to-use options are my app ClarityAI. Don't Apr 7, 2025 · UmeAiRT ComfyUI model file downloader. denoises with boost, no upscale, tiled 320px. Place them into the models/upscale_models directory of ComfyUI. Explore the concept of Upscale in AI-based image generation with ComfyUI. © Civitai 2025. 1 excels in Text-to-Video, Image-to-Video, Video Editing, Text-to-Image, and Video-to-Audio, advancing the field of video generation. Wan2. 0: I had some issues with the original workflow, wich for some reason is running on CPU on the last versions of ComfyUI. 15 KB. 🧑‍💻 App The simplest option to use Clarity is with the app at ClarityAI. 48 KB ) I decided to create my own, thus Ultra Upscale was born. FYI: A. Nov 23, 2024 · After generating the video with Stable Diffusion, you can optionally (All nodes are in the workflow) Upscale the video to a higher resolution. RIFE VFI. Took me 6 days to record but it was worth it (I think 😅) Enjoy! ComfyUI-VideoHelperSuite for loading videos, combining images into videos, and doing various image/latent operations like appending, splitting, duplicating, selecting, or counting. Please keep posted images SFW. Video length. video to video. The upscale_by serves as a multiplying factor for the upscale. Download the T5 text encoder using the link below. Check the Image Preview 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！ Jan 1, 2024 · 처음 실행할 때 마주하는 ComfyUI 기본 워크플로우의 각 노드들의 기능을 살펴보고, ComfyUI에서 기본적으로 이미지를 생성하고 업스케일링(Upscale)으로 해상도를 키우는 부분까지 진행하는 워크플로우를 작성해보도록 하겠습니다. Here it is, the method I was searching for. ThinkDiffusion Merge_2_Images. Ultimate SD This is a custom node that lets you take advantage of Latent Diffusion Super Resolution (LDSR) models inside ComfyUI. Apr 24, 2025 · Video generation & interpolation. 3. 4x_foolhardy_Remacri is now available in the Extras tab and for the SD Upscale script 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. Developed by Lightricks, this groundbreaking model is the first-ever DiT-based video generation system capable of producing stunning 24 FPS videos at a resolution of 768x512 pixels and all in real-time. For free! Support Paweł Tomczuk on Ko-fi! ️. Install ComfyUI-VideoHelperSuite. Press Queue Prompt to generate a video. Results may also vary based Yup, I mention this in the video. com/aderek514 - Ko Jun 14, 2024 · upscale_model. Anime : RealESRGAN_x4plus_anime_6B. Install Dependencies: Ensure all necessary libraries and tools are installed, including ComfyUI and related plugins. Controls rotation motion. 1 and Why is it Exciting? VACE WAN 2. 1. they won't be. Access the SUPIR Upscale (Legacy) node and configure the May 12, 2025 · video-models. 2 Step-by-Step Workflow Execution Apr 27, 2025 · Introduction: This workflow is designed to create dynamic video outputs and upscale images using the CogVideoX pipeline in ComfyUI. May 12, 2025 · Download the image below and drag it into ComfyUI to load the corresponding workflow, which will prompt the model download. Download Diffusion Models Flux1-dev here: Click here Upscale to 2x and 4x in multi-steps, both with and without sampler (all images are saved) Multiple LORAs can be added and easily turned on/off (currently configured for up to three LORAs, but it can easily add more) Download and install the latest, previous and legacy apps by Topaz. 2 Input Video Download. Memory-efficient batch processing for video frames Progress tracking for long video generation tasks Optimized VRAM usage through sequential frame processing Interrupt-safe with proper memory management Compatible with all standard ComfyUI samplers and schedulers Welcome to the unofficial ComfyUI subreddit. Oct 9, 2024 · 1. This workflow is perfect for those looking to experiment with deepfake Hunyuan Image-to-Video model was open-sourced on March 6, 2025, based on the HunyuanVideo framework. In this article, we’ll walk through the setup, features, and a detailed step-by-step guide on how to use this workflow to achieve high-quality upscaling results. Install ComfyUI if you are new to it. you can use my script to download and install all prerequisites : Upscale : allows you to increase the video resolution. 5 models and Lora's to generate images at 8k - 16k quickly. Discover how to boost FPS and resolution with RIFE interpolation and CR upscaling. 🔍 ComfyUI can be intimidating, but Abe will simplify the process with a step-by-step guide. Step 3: Download the T5 text encoder. Manual download to models/vae Oct 21, 2023 · Non-latent upscale method. I'm trying to find a way of upscaling the SD video up from its 1024x576. Ultimate SD Upscale (No Upscale) Same as the primary node, but without the upscale inputs and assumes that the input image is already upscaled. Note: It's recommended to offload the text encoder since the vision tower requires additional VRAM. This parameter specifies the model to be used for the upscaling process. comfyui_controlnet_aux for ControlNet preprocessors not present in vanilla ComfyUI. safetensors │ │ └── llava_llama3_fp8_scaled. Follow this link for a guide on different upscaling methods and use the workflow for high-resolution enhancement: High-Resolution Fix and Upscaling Workflow in ComfyUI. Apr 14, 2025 · Unlock powerful Image-to-Video generation with Wan2. Below is an explanation of some key parameters related to SUPIR within the ComfyUI Upscale Workflow: 2. You can Upscale Videos 2x,4x or even 8x times. It allows for the adjustment of the output image's dimensions and the method of upscaling, providing flexibility in enhancing the resolution of latent images. However, you will get fewer details. SVD img2vid Conditioning; Upscale Models AI Magnification Model Resources. Frame interpolation (smoother motion). Set the Upscale Settings Follow the upscale settings as seen on the image. It transforms static images into smooth, high-quality videos and also provides LoRA training code to customize special video effects like hair growth, object transformation, etc. Ultimate SD Upscale: The primary node that has the most of the inputs as the original extension script. load the stable video diffusion model like svd_xt_1_1. NetEase Open Source. This video was made with 272x480 resolution , upscaling 2x and music with Suno. Dec 29, 2024 · Restart ComfyUI. Load the provided SUPIR Upscale workflow and ensure the necessary model and checkpoint files are downloaded. The only approach I've seen so far is using a the Hires fix node, where its latent input comes from AI upscale > downscale image, nodes. t5xxl_fp8_e4m3fn. Its key strength lies in its ability to apply a desired visual style (like anime, cartoonish, painterly, etc. No commercial use allowed, the node in question by Kijai is technically a wrapper (like most nodes using 3rd party stuff), the original was made non-commercial indeed. Put it in ComfyUI > models > clip. 01%. Loki-MimicMotion method, with flux bridge feeding the input May 12, 2025 · Discover the ImageUpscaleWithModel node in ComfyUI, designed for upscaling images using a specified upscale model. g. We constructed our own workflow by referring to various workflows. This workflow focuses on Deepfake(Face Swap) Vid2Vid transformations with an integrated upscaling feature to enhance image resolution. co/XLabs-AI Welcome to the unofficial ComfyUI subreddit. upscale_model. Selecting the appropriate model can significantly impact the quality of the upscaled image. 11%. 0 = 0. Change the aspect ratio to match what you want. please pay attention to the default values and if you build on top of them, feel free to share your work :) New to Comfyui, so not an expert. In this ComfyUI tutorial we look at my favorite upscaler, the Ultimate SD Upscaler and it doesn't seem to get as much attention as it deserves. To adjust the video length, you can change the number For image or video upscaling, use the "4x-Ultrasharp Upscaler" model is an effective option. Download the ComfyUI application for Windows and macOS, or set it up manually to create, customize, and share workflows with ease. (Ersgan, Sformer etc), No ksamplers are used in this workflow. Contribute to kijai/ComfyUI-SUPIR development by creating an account on GitHub. You get to know different ComfyUI Upscaler, get exclusive access to my Co Depending on the noise and strength it end up treating each square as an individual image. About Wan2. ComfyUI-GGUF. 📦 Custom Nodes : ComfyUI-Custom-Scripts. The source bitrates are good but the videocameras used may not have enough low light sensitivity. To achieve high-resolution results,we typically generate smaller images first and then use upscaling techniques. The Wan2. Add audio to the video. ) to an existing video while maintaining temporal consistency. safetensors │ ├── vae/ │ │ └── hunyuan_video_vae_bf16. You guys have been very supportive, so I'm posting here first. A working ComfyUI installation – https://github. ComfyUI-Easy-Use. A memory-efficient implementation for upscaling videos in ComfyUI using non-diffusion upscaling models. 4x video upscaling. Load Your Video: Start by adding a "Load Video Upload" node in ComfyUI to import your starting video. NO PROMPT NEEDED - It just works!! How to use this workflow Simply drag and drop the image you want to upscale into the BASIC SETTINGS group box, select your favourite SD 1. I am quite happy with the model, I am working in a simple tool to generate more prompts from a simple one, Then call the API of OPENAI for the text and API comfyUI to generate the Feb 13, 2025 · Simple workflow for upscaling videos, uses VideoHelperSuite and Comfyroll custom nodesSimple workflow for upscaling videos, uses VideoHelperSuite and Comfyro Aug 7, 2024 · Created by: Arydhov Bezinsky: Hey everyone! I'm excited to share a new workflow I've been working on using ComfyUI, an intuitive and powerful interface for designing AI workflows. fix」を使用することが出来るのでおすすめの方法です。 記事を参考にして「Upscale」と「Hires. Requirements. Understand how low-resolution images can be transformed into high-definition ones using different methods and algorithms. Simply save and then drag and drop relevant image into your May 12, 2025 · Upscale Model Examples. ko-fi. The #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows. What it's great for: If you want to upscale your images with ComfyUI then look no further! The above image shows upscaling by 2 times to enhance the quality of your image. Apr 16, 2024 · History: 16. This one with video 720x480 (73 frames) , upscaling, face swap and music with Suno. Just drop the video, press the queue button, and be happy. 1 model in ComfyUI, including installation, configuration, workflow usage, and parameter adjustments for text-to-video, image-to-video, and video-to-video generation. It’s not very fancy, but it gets the job done. co This way it replicates the sd upscale/ultimate upscale scripts from A1111. Created by: Ryan Dickinson: (This template is used for Workflow Contest) What this workflow does This workflow takes a video, optimally from my video generation workflow and upscales and enhances people and faces of the video. In this tutorial, we’ll guide you through: Downloading and installing upscaling models; Performing basic image upscaling; Combining text-to-image workflows with upscaling The first is to use a model upscaler, which will work out of your image node, and you can download those from a website that has dozens of models listed, but a popular one is some sort is Ergan 4X. This ComfyUI nodes setup lets you use Ultimate SD Upscale custom nodes in your ComfyUI AI generation routine. This parameter represents the input image that you want to upscale. I'm sharing with you my script, which automatically download WAN2. Apr 22, 2025 · Model Name. pth. Configure the SUPIR Upscale Node. Subsequently, we apply ControlNet Tile Upscale followed by a 4x UltraSharp Model Upscale. This guide provides a comprehensive walkthrough of the Upscale pixel and Upscale latent methods, making it a valuable resource for those looking to enhance their image generation projects. It was created to improve the image quality of old photos with low pixel counts. Jan 20, 2025 · I had initially planned to create an ultimate video upscaling workflow for ComfyUI. Manual download to models/wanvideo. Image Resize Node: Add an "Image Resize" node to define the desired dimensions for the Move FFMPEG download to the backend by @RunDevelopment in #2799 Improved validation for goIntoDirectory by @RunDevelopment in #2801 Support multi-en/disabling nodes by @RunDevelopment in #2800 Lesson 3: Latent Upscaling in ComfyUI - Comfy Academy; View all 11 lessons. ComfyUI-mxToolkit. Other settings. SUPIR: best Stable Diffusion super resolution upscaler? We install and build a worflkow for SUPIR, the HOT new Stable Diffusion super-res upscaler that destroys every other upscaler (again). Adjust width and height parameters to find the optimal balance between video quality and system requirements. Nothing stops you from using both. Step-by-step guide Step 1: Load the ComfyUI workflow. In this easy ComfyUI Tutorial, you'll learn step-by-step how to upscale in ComfyUI. Step 1: Convert a 360 image (1024x512) to video. Whether you're creating stylized animations, AI-enhanced motion sequences, or frame-by-frame AI transformations, this workflow streamlines the process. 360_rotation_lora_flux. LDSR models have been known to produce significantly better results then other upscalers, but they tend to be much slower and require more sampling steps. You upload the mp4 file, click and you're done. Regardless of the tool used, you will have to do some cherry-picking to only keep videos that look nice + look like a panorama (with the typical spherical deformation). animates a generated image, with a talking video driver. Apr 10, 2024 · ทำไมต้อง Upscale? ปัญหาเวลา Generate ภาพขนาดเล็กประมาณ 512×768 คือรายละเอียดในภาพอาจไม่ค่อยชัด โดยเฉพาะในส่วนใบหน้ากรณีที่เป็นภาพระยะไหล (เรียกว่าหน้าเละ This is a custom Workflow, that combines the ultra realistic Flux Lora, with the Flux model and an 4x-Upscaler. ThinkDiffusion Merge_2 What is VACE WAN 2. May 12, 2025 · Learn about the UpscaleModelLoader node in ComfyUI, which is designed to load upscale models from specified paths. google. Then you download "SUPIR-v0Q" model (link in the GitHub repo) and put it in the models folder. All ComfyUI Workflows May 31, 2024 · A while ago, I published a Comfy UI workflow to upscale and increase the frame rate of a video. Have you ever wondered how to make professional-quality videos using AI, even if your computer doesn’t have high-end specs? In this video, I’ll show you how Apr 20, 2025 · Upscale Model : RealESRGAN_x4plus. Using ComfyUI, you can increase the siz Share, discover, & run thousands of ComfyUI workflows. 1-Fun-Control. This resource has been removed by its owner. 3B (1. 1-Fun-Control is an open-source video generation and control project developed by Alibaba team. Install ComfyUI_Comfyroll_CustomNodes. com/drive/folders/1-g8GjBdoJYlOs Feb 13, 2025 · UPDATE 2. bat" in the same folder as "ComfyUI_windows_portable" or in the same folder as "ComfyUI" : Download the model and place it in the models/LLM folder. Flux Live Portrait. com/comfyanonymous/ComfyUI; ComfyUI Manager – https://github. ComfyUI_PuLID_Flux_ll. May 12, 2025 · Wan2. By leveraging advanced tools like LoRA and specialized samplers, it ensures professional-grade results for creators focused on motion graphics or high-quality still image generation. This workflow was created with the initial intent of restoring family photos, but it is not at all limited to that use case. Alternatively, set up ComfyUI to use AUTOMATIC1111’s model files . Nov 25, 2023 · Upscaling ComfyUI workflow. Oct 22, 2023 · How to Use Upscale Models in ComfyUI. Correct color balance. This ComfyUI Upscale workflow utilizes the SUPIR (Scaling-UP Image Restoration), a state-of-the-art open-source model designed for advanced image and video enhancement. 1 is a free AI model designed specifically for video-to-video style transformation. ultrasharp), then downscale. 3 billion parameters), covering various tasks including text-to-video (T2V) and image-to-video (I2V). Create the best Upscales you have ever made with this Tutorial Hey guys and gals, I got A LOT of dms about SUPIR so I made a full video on all of its settings. Apr 24, 2024 · ComfyUI workflows for upscaling. This article covers one of many upscaling methods in ComfyUI. Step 4: Generate a video. Loki-LivePortrait method, with Flux bridge feeding the input. Source. 5 for the diffusion after scaling. co and the ComfyUI API Node. Wan2_1_VAE_bf16. I created this workflow to do just that. In this video we will explore how to use UltimateUpscaler. In this workflow, you will experience how SUPIR restores and upscales images to achieve photo-realistic results. Merging 2 Images together. WAS Node Suite Dec 28, 2024 · The video size is set to 432×768 for the native generation. You can easily utilize schemes below for your custom setups. json. 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。 May 12, 2025 · A comprehensive tutorial on using Tencent's Hunyuan Video model in ComfyUI for text-to-video generation, including environment setup, model installation, and workflow instructions Sep 25, 2024 · Flux Video Detailer. Custom Nodes included : ComfyUI-Custom-Scripts. in models/upscale_models. pth) Frame interpolation. 2. Video AI 7. Set your desired upscale factor, typically ranging from 2x to 4x, depending on your needs. Topics ai upscale image2image upscaler img2img image-upscaling image-upscaler image-upscale upscalerimage stable-diffusion comfyui comfyui-workflow May 12, 2025 · ローカルネットワークからComfyUIにアクセスする方法; ComfyUIでのフォントサイズ変更方法: ステップバイステップガイド; ComfyUI 出力フォルダの場所を変更する方法; ComfyUIの新メニューの有効化方法; 同じシードでもComfyUIとA1111で生成される画像が異なる理由 The first step in the ComfyUI Upscale Workflow uses the SUPIR Upscaler to magnify the image to a 2000 pixel resolution, setting a high-quality foundation for further enhancement in the ComfyUI Upscale Workflow. 2024 Updated link to non deprecated version of efficiency nodes. Feb 23, 2025 · ComfyUI教學第二階段之[Upscale&SDXL]，本篇介紹 upscale 與 SDXL 的基本架構，包含相關控制項的調整、模型的選擇以及高級功能的使用。 這個階段一共會分成三部影片、三篇文字版。 This ComfyUI Upscale Workflow integrates the CCSR (Content Consistent Super-Resolution) model to achieve reliable and consistent image or video upscaling. However, I soon realized that such a workflow does not exist. 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). The Lora is from here: https://huggingface. It abstracts the complexities of locating and initializing upscale models, making them readily available for further processing or inference tasks. 5)やStable Diffusion XL(SDXL)、クラウド生成のDALL-E3など様々なモデルがあります。いずれ Please wait while your request is being verified In Episode 12 of the ComfyUI tutorial series, you'll learn how to upscale AI-generated images without losing quality. Upscale the Generated Videos. Refresh the ComfyUI page. It will automatically download the 5B CogVideo model the first time you run it. Video VAE encoder. com/ltdrdata/ComfyUI-Manager This is a Demo of the Upscaling workflow using ai upscaling models inside comfyui1) Download workflow: https://drive. sudcrq pollf hgvrcplo ieousg zfx umhuue uzok iloip ydeg guwp