Comfyui crop face. 以下のどちらかの方法でComfyUIを導 In this video, I'll guide you through my method of establishing a uniform character within ComfyUI. Created about a year ago. Version 3:0. Host and manage packages Security. I 🔞정보/자료 (ComfyUI) Face Detailer 활용 bbox_crop_factor : 감지한 영역을 원본에서 잘라내는데 설정한 배율을 적용하여 잘라낸다. Connection: bbox input: Connects to the BBoxListItemSelect node to select the first bounding box (default Exception during processing !!! Traceback (most recent call last): File "H:\ComfyUI\ComfyUI\execution. The ControlNet nodes here fully support sliding context sampling, like the one used in the ComfyUI-AnimateDiff-Evolved nodes. ComfyUIの導入; 2. 3. Segment Face (Segment Face): Facial feature segmentation using pre-trained BiSeNet model for precise editing in creative applications. Add your thoughts and get the conversation going. py", line 152, in recursive_execute output_data, output_ui = get_output_data(obj, input_data_all) The issue only happens Match two faces' shape before using other face swap nodes Face-swapping tools typically only replace facial features during the swap, without altering the facial shape. The comfyui version of sd-webui-segment-anything. Face detection: Method of detecting faces, you can choose according to your actual situation, but I usually choose the first one. Crop Mask. Limitations: Sometimes no faces are found in badly generated images, or faces at angles; ComfyUI Loaders: A set of ComfyUI loaders that also output a string that contains the name of the model being loaded. I've tried to incorporate FaceDetailer but as far as I can 24K subscribers in the comfyui community. 예를들어 1을 세팅하면 감지한 얼굴부분을 박스형태로 잘라내고 2로 세팅하면 Welcome to the unofficial ComfyUI subreddit. the area for the sampling) around the original mask, in pixels. crop_factor - This parameter You signed in with another tab or window. and in face detailer prompt school, <lora:abc:1> and of course, i want to replace these lora parts. Both of my images have the flow embedded in the image so you can simply drag and drop the image into ComfyUI and it should open up the flow but I've also included the json in a zip file. Image Crop Face (Image Crop Face): Automatically detect and crop faces from images with optional padding for well-centered focus. - Ling-APE/ComfyUI-All-in-One-FluxDev-Workflow Crop face and remove background . 0 to place it at the bottom edge. Welcome to the unofficial ComfyUI subreddit. 2- We first upscale the image and clean it before it reach SUPIR. , Load Checkpoint, Clip Text Encoder, etc. - storyicon/comfyui_segment_anything This is done with my custom nodes attached in files. More guide_size_for: This parameter determines whether guide_size is used based on the size of the detected face (bbox) or the size of the crop area that includes the face and is broadly cropped by crop_factor. git\app\custom_nodes\ComfyUI-LivePortraitKJ-develop\liveportrait\utils\cropper. pth will gen into models\musetalk\musetalk folder; watch loss value in the cmd terminal, manual stop terminal when the training loss has decreased to 0. crop_single_image(source_image_np[i], dsize, scale, vy_ratio, vx_ratio, face_index, rotate) File "C:\Users\admin\pinokio\api\comfyui. This ui will let you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based CropFace节点旨在从输入的图像中提取和处理面部区域。 它利用检测模型来识别面部，然后根据预定义的模板裁剪和对齐它们。 该节点的主要功能是通过确保面部被隔离并按 Take a look at the "Mask Crop Region" node, which, given an image with a single bounding box converted to a mask, should give the mask cropped to that region. 30. FC FaceFusion. example. That github page Hey hey, Reaching out to see what others are using to fix faces inside of ComfyUI. S. Today, I learn to use the FaceDetailer and Detailer (SEGS) nodes in the ComfyUI-Impact-Pack ComfyUI - Mask Bounding Box. I've also experimented with upscaling and Face detection models. ComfyUI Node: Segment Face. Copy FRED_AutoCropImage_SDXL_Ratio. Now, if you have to fix smaller things, like face or hands, there are ways to do that. In the locked state, you can pan and zoom the graph. Feed this over to a "Bounded Image Crop with You signed in with another tab or window. max_size: The guide_size increases the scale so that the shorter side reaches the guide_size. 5. Translated nodes summarized. The only adjustable parameter is the one used to adjust the similarity to the source image. 参考了ComfyUI-LivePortraitKJ的代码，可以选择使用 face-alignment, MediaPipe或者insightFace. 768x768, Model hash: ef76aa2332, Model: realisticVisionV51_v51VAE, ControlNet 0: "Module: ip-adapter_face_id_plus, Model: ip-adapter-faceid-plusv2_sd15 Crop Latent nodeCrop Latent node The Crop latent node can be used to crop latents to a new shape. Face Shape Match PM: Apply a certain level of fusion between the diffused image and the original image to reduce differences around the face. FaceParse: Generates face masks automatically. width The width of the この記事ではFace DetailerをComfyUIで簡単に試す方法を紹介します。 作業手順. The crop_factor cuts out an area several times larger than the bbox to provide sufficient context for regeneration. There are also auxiliary nodes for image and mask processing. py", line 152, in recursive_execute output_data, output_ui = get_output_data(obj, input_data_all) File "/ComfyUI/execution. Data. 5 output. These nodes, alongside numerous others, empower users to create intricate workflows in ComfyUI for If you have WAS nodes installed, you can take the Roop output image, feed it into an Image Crop Face node, upscale the cropped face, then paste it back in using an Image Paste Face Crop node. You can use it to copy the style, composition, or a face in the reference image. 生成する; 生成結果; 最後に; 作業手順 1. Wether or not to center-crop the image to maintain the aspect ratio of the original latent images. Readme License. Updated 4 days ago. scale_factor: How much padding would you like to add? 1 for no padding. crop_ratio: Only effective in normal mode, crops the face proportionally, 1. 2 star. Nodes for scheduling ControlNet strength across timesteps and batched latents, as well as applying custom weights and attention masks. First, you need ComfyUI Impact Pack by Dr. The graph is Uncrop Face (Uncrop Face): Seamlessly integrate cropped faces back into original images for natural blending and visual coherence. FILM VFI (Frame Interpolation using Learned Motion) generate intermediate frames between images, effectively creating smooth transitions and _** ComfyUI start up time: 2023-10-20 23:13:01. It allows users to define the region of interest by specifying coordinates and dimensions, effectively extracting a portion of the mask for further processing or analysis. Leveraging advanced algorithms, DeepFuze enables users to combine audio and video with unparalleled realism, ensuring perfectly This is a set of custom nodes for ComfyUI. 4 Latest Aug 12, 2023 + 5 releases ComfyUI Fundamentals Tutorial - Face Restoration + Roop + Impact Pack Tutorial | Guide Also the face mask seems to include part of the hair most of the time, which also gets lowres by the process. Updated 3 months ago. GetImageInfo PM: Extract the width and height of an image. ; op - The operation to perform. . ModelInput: Drag a FaceParse model from the model input. A face detection model is used to send a crop of each face found to the face restoration model. Belittling their efforts will get you banned. This output can be used as input for other nodes that require these specific cropping settings, ensuring consistency and reusability across different parts of your workflow. Face Upscale - Upscales the face to a high-res image. Please share your tips, tricks, and workflows for using this software to create your AI art. This tutorial includes 4 Comfy UI workflows using Face Detailer. context_expand_factor: how much to grow the context area (i. Easily create a corresponding cartoon character with just one photo! In the last issue, we introduced how to use ComfyUI to generate an App Logo, and in this issue we are going to explain how to use ComfyUI for face swapping. Since ComfyUI is a node-based system, you effectively need to recreate this in ComfyUI. in enhance_face segs = bbox_detector. detect(image, bbox_threshold, bbox_dilation, bbox_crop_factor, drop_size, detailer_hook=detailer_hook) ^^^^^ File Welcome to the unofficial ComfyUI subreddit. masks: masks for each cropped face. union (max) - The maximum value between the two masks. I know that Zho's implementation required loading insightface separately, but don't see how to do that here? This repository is the ComfyUI version of FaceChain - ComfyUI-FaceChain/README. You then set smaller_side setting to 512 and the resulting image will always be Learn how to create realistic face details in ComfyUI, a powerful tool for 3D modeling and animation. This node based UI can do a lot more than you might think. - comfyanonymous/ComfyUI Based on GroundingDino and SAM, use semantic strings to segment any element in an image. As a reference, here’s the Automatic1111 WebUI interface: (disfigured face, limbs, etc. py", line 3264, in paste_image crop_size, (top, left, right, for seg in segs[1]: x1 = seg. g. A good place to start if you have no idea how any of this works is the: ComfyUI Basic Tutorial VN: All the art is made with ComfyUI. In the unlocked state, you can select, move and modify nodes. Optimize from my previous faceswap workflow to simplify and better result crop_info = self. 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 face restoration model only works with cropped face images. 413 stars. Achieve seamless, realistic results in your AI photography projects. 4:3 or 2:3. like this: main: こんにちは。季節感はどっか行ってしまいました。 今回も地味なテーマでお送りします。 顔のin-painting Midjourney v5やDALL-E3(とBing)など、高品質な画像を生成できる画像生成モデルが増えてきました。 新しいモデル達はプロンプトを少々頑張るだけで素敵な構図の絵を生み出してくれます。 Image Crop Face: Crop a face out of a image. Lt. I was surprised not to see any! I'm trying to make a swapface project but I haven't managed to generate the condition for choosing whether or not to save the mode: Cropping mode, normal mode crops according to the face, square 512 width height will scale the face to 512. This node is particularly useful in scenarios where you have performed face-specific operations, such as enhancements or modifications, and need to place the processed face back into the original image without Share and Run ComfyUI workflows in the cloud. We would like to show you a description here but the site won’t allow us. A powerful and modular stable diffusion GUI and backend. Crop Image Settings (JPS) Usage Tips: Just a regular FaceDetailer workload, stopped working some point in the last 4-5 days. Parameter Description: mode: Cropping mode, normal mode crops according to the face, square 512 width height will scale the face to 512. 0 reviews. crop_face. Value and Impact The setting is a checkbox. It references the code from ComfyUI-LivePortraitKJ, where you can choose to use face-alignment, MediaPipe, or insightFace. This is very important as SUPIR work best with a clean image, and simple upscale with model Created by: Ning: What this workflow does 👉 Solve the problem of face mismatch when using ReActor node. How to use this workflow 👉 Simply click "Queue Prompt" after loading the image. input_size[0]) ComfyUI Impact Pack has a very convenient crop factor widget that lets you control exactly that - how Image Crop Face: Crop a face out of a image. PyTorch. Custom node to enable face swapping in ComfyUI. : for use with SD1. The legacy node maintains the original logic Welcome to the unofficial ComfyUI subreddit. Choosing the appropriate face size depends on the specific requirements of your project and the available hardware capabilities. ComfyUIの導入. Can you help me when i use remove background and crop face in comfyUI, the face change blue. For other models, the face size will be set Share and Run ComfyUI workflows in the cloud. MIT license Activity. Class Name Segment Face Category CFaceSwap. Examples. Author ArtBot2023 (Account age: 302 days) Extension Character Face Swap Latest Updated 5/22/2024 - Faceswap with 4k/8k resolution images - Reactore -> Ipadapter FaceID V2 . ControlNet - We add a depth map before passing to the final KSampler to try to keep to the face upscale version and just use IPAdapter for adding back details. Wenn du dich für KI-basierte Bildbearbeitung und neuro ReActor (Roop) - Swaps the face in a low-res image. crop_region[1] x2 = seg. Usually when whole head is visible its ok. A lot of people are just discovering this technology, and want to show off what they created. Limitations: Sometimes no faces are found in badly generated images, or faces at angles; Sometimes face crop is black, this is because the padding is too large and intersected with the image edge. Adaptation to new custom nodes December 15, 2023. Added a face restore model loader. Hello all, it turns out that, while generating photos with the reactor node, some turn out fine and some turn out extremely blurry. width The width of the area in pixels. To improve face segmantation accuracy, yolov8 face model is used to first extract face from an image. Discover how to master face swapping in ComfyUI using LoRA with our detailed guide. Install this extension via the ComfyUI Manager by searching for ComfyUI-Portrait-Maker. However, I get subar results compared to adetailer from webui. So, the face in the picture you import should be in the middle, and the picture is better in square . The face size impacts the level of detail and quality of the enhancement. You will see the workflow is made with two basic building blocks: Nodes and edges. Tips about this workflow 👉 It is not perfect and can be generated again if it doesn't Image Crop Face: Crop a face out of a image. IMAGE. 1 is grow 10% of the size of the These ComfyUI nodes can be used to restore faces in images similar to the face restore option in AUTOMATIC1111 webui. mask: masks While learning ComfyUI and this extension, I am trying to reproduce one of my stable-diffusion-webui workflows, which is: stable-diffusion-webui: 512x768 -> hiresfix 2x -> adetailer ComfyUI: 512x768 -> hiresfix 2x -> FaceDetailer node I DeepFuze is a state-of-the-art deep learning tool that seamlessly integrates with ComfyUI to revolutionize facial transformations, lipsyncing, video generation, voice cloning, face swapping, and lipsync translation. 2. outputs. If there is a need to have consistent faces, you may want to use a character LoRA, IPAdapter, or face swapper tool, in addition to this tutorial. open train flow and upload video; run the train flow; epoch_0. A larger face size (512) generally provides better detail and quality but may require more computational resources. crop_region[0] y1 = seg. 做最好懂的Comfy UI入门教程：Stable Diffusion专业节点式界面新手教学，电商摄影必备 AI电商商品主图合成专业工作流 comfyui，stable diffusion的商业应用之一：AI修图磨皮 It includes the source_crop_pos, source_crop_offset, support_crop_pos, support_crop_offset, and crop_intpol. md at main · THtianhao/ComfyUI-FaceChain face_index: Index of the face, if there are multiple faces, retrieve them based on the index. The images I test are full body or busts with the head intact. The most obvious is to calculate the similarity between two faces. These will automaticly be downloaded and placed in models/facedetection the You can construct an image generation workflow by chaining different blocks (called nodes) together. cropper. Features. Makeup Transfer PM: Use a GAN network model to perform makeup transfer. However, if regeneration is restricted to this narrow range, there is an issue where the context is lost, resulting in improper facial generation. Face Detailer is great for restoring characters' faces in photos, movies, and animations, and the 4x UltraSharp Model is great for upscaling their appearance even more. About. Find and fix vulnerabilities IP-adapter (Image Prompt adapter) is a Stable Diffusion add-on for using images as prompts, similar to Midjourney and DaLLE 3. 5 you should switch not only the model but also the VAE in workflow ;) Grab the workflow itself in the attachment to this article and have fun! Happy generating 20K subscribers in the comfyui community. Comfy. Optional features include automatic scratch removal and face enhancement. Extension for ComfyUI to evaluate the similarity between two faces - cubiq/ComfyUI_FaceAnalysis. They'll output a cropped square image. Use RetinaFace to detect and automatically crop faces - liusida/ComfyUI-AutoCropFaces Set to 0 to place the face at the top edge, 0. Also the exact same position of the body. English; crop. ) Restart ComfyUI 🚀 Dive into our latest tutorial where we explore the cutting-edge techniques of face and hand replacement using the Comfy UI Impact Pack! In this detailed g Image Crop Face: Crop a face out of a image. Created 12 months ago. the encoder will resize the image to 224x224 and crop it to the center. 很多模型只能生成1024x1024、1360x768这种固定尺寸，喂入想要的尺寸，生成的图不尽人意， 使用其他扩图方式，比较繁琐，性能较差，所以自己开发了该节点，用于图片尺寸转换。 主要使用PIL的Image功能，根据目标尺寸的设置，对 Manually masking the skin is time-consuming, so we’ll use FaceParse, a node in ComfyUI that specializes in masking faces. No description, website, or topics provided. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. Preprocessor: Connect a Preprocessor. Info inputs mask The mask to be cropped. Automate any workflow Packages If face of a real person is being used, users are suggested to get consent from the concerned person and clearly mention that it is Check this ComfyUI issue for help. The post will cover: IP-Adapter models – Plus, Face ID, Face ID v2, Face ID portrait, etc. Purpose: Crop the face image. This provides more context for the sampling. legacy节点保持原有逻辑，如果安装了dlib可以继续使用. 1. BBox: Recognizes facial regions and crops them. face_recognition mode sometimes finds random things as faces. bfloat16 Using guide_size_for: This parameter determines whether guide_size is used based on the size of the detected face (bbox) or the size of the crop area that includes the face and is broadly cropped by crop_factor. So, the face in the picture you import should be in the If there are fewer faces than specified, the last detected face will be output. onnx files in the folder ComfyUI > models > insightface > models > antelopev2. Info inputs samples The latents that are to be cropped. v0. - chflame163/ComfyUI_LayerStyle On the basis of the original node, it supports crop_box input, making it convenient to cut layers of the same size. image1 - The first mask to use. Explore Docs Pricing. shift_factor: Where would you like the face to be placed in the output image? Set to 0 to place the face at the top edge, 0. You can't even choose the resolution it generates at and it seems ot always to a very tight crop around the face, results are nothing like from A1111 (already running A1111 Image Crop Face Initializing search Salt AI Docs Getting Started Core Concepts Usage & Rate Limits Workflow Builder Workflow Builder Creating Workflows Using Nodes ComfyUI-AutomaticCFG Licenses Nodes Nodes Automatic CFG - Advanced Automatic CFG - Attention modifiers tester (such as facedetailer needing to change the crop settings as well as guide size and max size to account for sdxl base 1024 size) Second, you will need Detailer SEGS or Face Detailer nodes from ComfyUI-Impact 20K subscribers in the comfyui community. Add ImageCropWithBBox Node. With ReActor, you can easily swap the faces of one or more characters in images or videos. If you don’t see the right panel, press Ctrl-0 (Windows) or Cmd-0 (Mac). ワークフローをインポートする; 4. You can do it by Welcome to the ComfyUI Community Docs!¶ This is the community-maintained repository of documentation related to ComfyUI, a powerful and modular stable diffusion GUI and backend. context_expand_pixels: how much to grow the context area (i. P. These will ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Not to mention the documentation and videos tutorials. 4K. py Saved searches Use saved searches to filter your results more quickly ComfyUI A powerful and modular stable diffusion GUI and backend. pth、epoch_2. 809618 Total VRAM 12288 MB, total RAM 32706 MB Set vram state to: NORMAL_VRAM Device: cuda:0 NVIDIA GeForce RTX 3060 : cudaMallocAsync VAE dtype: torch. For masks with elongated shapes, this can Discover how ComfyUI's face retouching workflow compares to Photoshop, offering an efficient and powerful alternative for flawless portrait enhancements. 👉 Workflow with integrated automation and translation, expanded to include various face optimizations Many built-in automations, various options for face optimization and face swapping. input: images: this is the original image; face; crop: cropped Animation oriented nodes pack for ComfyUI Topics. In summary, building insightface from source requies compiling some C++ code, which in principle should be avoided at all cost in this repository. (early and not Crop Mask Documentation. It combines advanced face swapping and generation techniques to deliver high-quality outcomes, ensuring a comprehensive solution for your needs. The aim of this page is to get you up and running with ComfyUI, running your first gen, and providing some suggestions for the next steps to explore. Authored by melMass. The Reactor accounts have been adapted to version Beta 4. crop_region[3] Which would allow me to make my own node to calculate the focal point of an image based on the average of each center of the segmented areas. View full answer Hi i am also tring to solve roop quality issues,i have few fixes though right now I see 3 issues with roop 1 the faceupscaler takes 4x the time of faceswap on video frames 2 if there is lot of motion if the video the face gets warped with upscale 3 To process large number of videos pr photos standalone roop is better and scales to higher quality images but Image Crop Face Initializing search Salt AI Docs Getting Started Core Concepts Usage & Rate Limits Workflow Builder Workflow Builder Creating Workflows Using Nodes ComfyUI-AutomaticCFG Licenses Nodes Nodes Automatic CFG - Advanced Automatic CFG - Attention modifiers tester Discover how Face ID and StableZero123 in ComfyUI transform digital art, enhancing face likeness and enabling advanced image rotation techniques. If anyone find a solution, please notify me. Then you can use the CROP_DATA output on a Image Paste node. Contribute to imb101/ComfyUI-FaceSwap development by creating an account on GitHub. comfyui节点文档插件,enjoy~~. 9K. animation interpolation faceswap nodes stable-diffusion comfyui Resources. The embedding is then used with the IP-adpater to control image generation. but whenever I try to put a pretty face on a body in a pose or a situation, I start struggling. Generate masks for portrait's face, hair, body skin, Hey this is my first ComfyUI workflow hope you enjoy it! I've never shared a flow before so if it has problems please let me know. Face restore model: There are two models to choose from: CodeFormer. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The Crop Mask node can be used to crop a mask to a new shape. Extract the zip files and put the . Sometimes face crop is black, this is because the padding is too large and intersected with the image edge. input: images: this is the original image; face; crop: cropped face images; mask: masks for the Crop Mask nodeCrop Mask node The Crop Mask node can be used to crop a mask to a new shape. 0 is 1x the face. 0为1 In this article, we delve into the realm of ComfyUI's best custom nodes, exploring their functionalities and how they enhance the image generation experience. BiSeNet: occlusion aware face segmentation based on face-parsing. WarpFacesBack. ; The ReActor Node: ComfyUI allows you to install custom nodes, extending its AYS scheduler is included in Advanced Ksampler node from ComfyUI Inspire Pack by Dr. Image Crop Face: Crop and extract faces from images, with considerations. These nodes provide a variety of ways create or load masks and manipulate them. Check my ComfyUI Advanced Understanding videos on YouTube for example, part 1 and part 2. crop: cropped face images. ReActor the encoder will resize the image to 224x224 and crop it to the center. norm_crop(img, landmark=kps, image_size=self. Character Face Swap; ComfyUI Extension: Character Face Swap. These ComfyUI nodes can be used to restore faces in images similar to the face restore option in AUTOMATIC1111 webui. In case you want to resize the image to an explicit size, you can also set this size here, e. outputs: crops: square cropped face images. You signed out in another tab or window. When there is a significant difference in facial shape between the target person and the person in the original photo, the result of the face swap is less satisfactory. Class name: CropMask Category: mask Output node: False The CropMask node is designed for cropping a specified area from a given mask. Support. And above all, BE NICE. For consistent colors, a second IPAdapter could be used. Navigation Menu face_index:人脸的索引，如果有多个人脸的话按照多个人脸的话按照index进行获取; crop_ratio:只在normal模式下生效，将人脸按照比例剪裁1. Be the first to comment Nobody's responded to this post yet. This extension offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. Use a smaller padding size. One way is to make sure the bbox_crop_factor is big enough that the sampler sees both eyes. warps: 2x3 warp matrix to paste the cropped face back into the original image. Share, discover, & run thousands of ComfyUI workflows. For masks with elongated shapes, this can Use RetinaFace to detect and automatically crop faces - ComfyUI-AutoCropFaces/README. 拡張のインストール; 3. ; multiply - The result of multiplying the two masks InstantID uses InsightFace to detect, crop and extract a face embedding from the reference face. py", line 151, in recursive_execute output_data, output_ui = get When there's too much face closeup it will not recognize face. intersection (min) - The minimum, value between the two masks. Use LoRA and embeddings to enhance character concept in stable diffusion. Most notably, I used controlnet to keep the key points consistent, and differential diffusion to ensure harmony with regions Here are amazing ways to use ComfyUI. 01 Through 'Image Crop Face', I detect a character's head in an image generated by an SDXL checkpoint. &nbsp; &nbsp; This article, "How to swap faces using ComfyUI?", provides a detailed guide on how to use the ComfyUI tool for face swapping. ComfyUI currently have issue about inpainting models, see issue for detail. Custom Nodes (11)Color Blend; Crop Face; Exclude Facial Feature; Generation If the action setting enables cropping or padding of the image, this setting determines the required side ratio of the image. Adding the FaceParse Node. Initially, we'll leverage IPadapter to craft a distinctiv We would like to show you a description here but the site won’t allow us. Conclusion. It also provides CropFaces: The CropFaces node is designed to extract and process faces from images, providing a streamlined way to focus on facial regions for further analysis Image Crop Face (Image Crop Face): Automatically detect and crop faces from images with optional padding for well-centered focus. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. 5 stable diffusion model, but often faces at a distance tend to be pretty terrible, so today I wanted to offer this tutorial on how to use the Face Detailer Image Crop Face: Crop and extract faces from images, with considerations. the area for the sampling) around the original mask, as a factor, e. If set to true, the image will be resized and then cropped to ensure Image Crop Face: Crop a face out of a image. Use the same seed, the same low resolutions, and the same parameters and you will get a crispier face with Roop in A1111 vs Roop in ComfyUI Uncrop Face: The Uncrop Face node is designed to seamlessly integrate a cropped face back into its original image context. Some commonly used blocks are Loading a Checkpoint Model, Detects faces and crops them. Maybe I'm being too specific instead of just leaning The workflow is the same of the one described in the README of the custom node repository. Gwen. This extension uses DLib or InsightFace to perform various operations on human faces. Interface. ComfyUI nodes for the roop extension originally for a1111 stable-diffusion-webui - ssitu/ComfyUI_roop. Using Mask Masks provide a way to tell the sampler what to denoise and what to leave alone. Can be combined with ClipSEG to replace any aspect of an SDXL image with an SD1. Fusion using model aimg = face_align. Thanks in advance! Skip to content. Welcome to the Character Face Swap workflow! It is specialized for your target character face swap. These will automaticly be downloaded and placed in Stable Diffusion XL has trouble producing accurately proportioned faces when they are too small. Description. Discord: Join the community, friendly people, advice and even 1 on This fork includes support for Document Visual Question Answering (DocVQA) using the Florence2 model. If you have issues with missing nodes - just use the ComfyUI manager to "install missing nodes". difference - The pixels that are white in the first mask but black in the second. Character face swap with LoRA and embeddings. crop_face: Ensure the resulting width and height are multiples of 32. The face restore node and crop face node now handle multi image batches. DocVQA allows you to ask questions about the content of document images, and the model will provide answers based on Created by: . md at main · liusida/ComfyUI-AutoCropFaces. The format is width:height, e. Skip to content. Navigation Menu Toggle navigation. NODES: Face Swap, Film Interpolation, Latent Lerp, Int To Number, Bounding Box, Crop, Uncrop, ImageBlur, Denoise, For demanding projects that require top-notch results, this workflow is your go-to option. The nodes utilize the face parsing model to provide detailed segmantation of face. Forked and modified from biubug6/Pytorch_Retinaface If you're just after the head/face, you can use one of the Crop Face nodes. This time it's all about stability and repeatability! I'm generating a character and an outfit and trying to reuse the same elements in multiple settings, po ComfyUI – the main tool for creative image editing – is open-source, free, and easy to install. This will keep the shape Share and Run ComfyUI workflows in the cloud. Once a low res face swap is performed you can pass the image through a lineart controlnet and a ksampler with a low denoise. 63 stars. 12 watching Forks. ). The resized images. Watch the workflow tutorial and get inspired. Extensions; MTB Nodes; ComfyUI Extension: MTB Nodes. Add the 'Mask Bounding Box' plugin Attach a mask and image Output the resulting bounding box and Auto Crop Faces. It introduces the use of the ReActor plugin and explains the setup process step-by-step. Click the Manager button in the main menu; 2. When I Willkommen zu diesem Video, in dem ich eine spannende Reise in die Welt der WAS-Node-Suite unternehme. If migrating from an earlier version, move the face restore models from the upscale_models folder to the facerestore You signed in with another tab or window. NOTE: The image used as input for this node can be obtained through the MediaPipe-FaceMesh Preprocessor of the ControlNet Auxiliary Preprocessor. face_index: Index of the face, if there are multiple faces, retrieve them based on the index. BLIP Analyze Image, BLIP Model Loader, Blend Latents, Boolean To Text, Bounded Image Blend, Bounded Image Blend with Mask, Bounded Image Crop, Bounded Image Crop with Mask, Bus Node, CLIP Input Switch, CLIP Vision Input Switch, CLIPSEG2, CLIPSeg Batch Masking, CLIPSeg Masking, CLIPSeg Model Loader, CLIPTextEncode (BlenderNeko Hello, was trying this custom node, selecting ip-adapter_sd15 and ip-adapter_sd15_light bins works great, though the other two throw the following to console: got prompt INFO: the IPAdapter reference image is not a square, CLIPImageProce You signed in with another tab or window. 5 to center it, and 1. Reload to refresh your session. Please keep posted images SFW. Indeed you will need the ComfyUI-Impact-Pack node installed in ComfyUI to follow along. 目前ComfyUI_IPAdapter_plus节点支持IPAdapater FaceID和IPAdapater FaceID Plus最新模型，也是SD社区最快支持这两个模型的项目，大家可以通过这个项目抢先体验。 You signed in with another tab or window. 55. Recommandation: This repository is the ComfyUI version of FaceChain - THtianhao/ComfyUI-FaceChain. Upscale Image (using Model) This tutorial covers some of the more advanced features of masking and compositing images. Nodes are the rectangular blocks, e. A set of nodes for ComfyUI that can composite layer and mask to achieve Photoshop like functionality. When checked (enabled): The face size will be set to 1024 if the SDXL model is selected. How to use IP-adapters in crop_face: Ensure the resulting width and height are multiples of 32. Latent Noise Injection: Inject latent noise into a latent image If this is not what you see, click Load Default on the right panel to return this default text-to-image workflow. (You need to create the last folder. The origin of the coordinate system in ComfyUI is at the top left corner. process() missing 1 required positional argument: 'crop_info' File "E:\ComfyUI_windows_portable\ComfyUI\execution. example usage text with workflow image. Face swapping with reactor node - some faces look terribly blurry . Core Nodes. e. Just more practical if you want to try making creations with DeepFake/FaceSwap. pth、epoch_1. This repository contains custom nodes for ComfyUI that allow rotation aware face extraction, paste back, and various face related masking options. py", line 59, in crop_single_image src_face = The face restoration model only works with cropped face images. When I generate an image with the prompt "attractive woman" in ComfyUI, I get the exact same face for every image I create. File "C:\ArtificialIntelligence\ComfUI\custom_nodes\was-node-suite-comfyui\WAS_Node_Suite. crop_region[2] y2 = seg. it provides nodes that will alow you segment a certain part of an image and rerender them. The retinaface instance for Crop Face is loading and that node is successful. These nodes, alongside numerous others, empower users to create intricate workflows in ComfyUI for efficient image generation To toggle the lock state of the workflow graph. Especially Latent Images can be used in very creative ways. input: images: this is the original image. Actually what you’re looking for isn’t the detailer but the face restoration node that you can connect to Codeformer or GFPGAN (whichever you prefer). ComfyUI_IPAdapter_plus节点的安装. 512:768. Next. PyTorch; outputs: crops: square cropped face images; masks: masks for each cropped face; warps: 2x3 warp matrix to paste the cropped face back into the original image; WarpFacesBack. 45 forks Report repository Releases 6. Nothing too complicated. Face Analysis for ComfyUI. Limitations: Sometimes no faces are found in badly generated images, or faces at angles. Use RetinaFace to detect and automatically crop faces. The workflow tutorial focuses on Face Restore using Base SDXL & Refiner, Face Enhancement (G I am trying to restore faces made via generation and the most popular option is to use FaceDetailer. There are A face detection model is used to send a crop of each face found to the face restoration model. 3 face detailers with correct regional prompt, overridable prompt & seed 3 hands detailers, overridable prompt & seed all features optional, mute / unmute the output picture to activate, or switch the nodes to get the wanted input ComfyUI manual. Overview. 8. face. modify “FaceDetailer” settings—like increasing “feather” for smoother transitions or adjusting “bbox_crop_factor” for better cropping. You switched accounts on another tab or window. 1. This boolean parameter determines whether the image should be cropped to focus on the face area after resizing. For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples Installing ComfyUI Features ，ComfyUI扩展节点Kohya Deep Shrink一次性生成超高分辨率AI图像对比演示，Flux模型生图详解，大人，时代变了，120亿参数杀疯了！！，腾讯开源AI工具PhotoMaker，无需训练模型就能保持脸部一致随意换装，【中文字幕】AI教程，ComfyUI高级理解（第2部分）详细 Welcome to the unofficial ComfyUI subreddit. The best way to evaluate generated faces is to first Exception during processing!!! LivePortraitProcess. ComfyUIのカスタムノード利用ガイドとおすすめ拡張機能13選を紹介！初心者から上級者まで、より効率的で高度な画像生成を実現する方法を解説します。ComfyUIの機能を最大限に活用しましょう！ Enhance old or low-quality images in ComfyUI. Stars. So if we ComfyUI - Fast, Simple & Accurate Face Swap ! 5. Automate any workflow Packages. 412 stars Watchers. Info. Based on Microsoft's Bringing-Old-Photos-Back-to-Life. Forked and modified from biubug6/Pytorch_Retinaface. ICU. mithrillion: This workflow tries to expand the workflow of face detailers to hopefully provide you with more control. xmlは自動ダウンロードできない場合があるので、その場合は手動でリポジトリ直下に入れてくださ The bbox detector for facial detection detects a rectangular range limited to the face. I use these nodes for my img2img workflows where I can pick any image and ComfyUI-AutoCropFaces. The ComfyUI Mask Bounding Box Plugin provides functionalities for selecting a specific size mask from an image. I love the 1. Authored by ArtBot2023. It will work on one eye at a time, but the crop factor gives it context of the surrounding area. File "/ComfyUI/execution. Thresholding: Threshold by mask value; Mask: Selects the largest bounded mask. 0. You can add additional steps with base or refiner afterwards, but if you use enough steps to fix the low resolution, the effect of roof is almost preprocess/furusu Image cropにはパディングをするpaddingとキャラの顔位置を基準に切り取りをするface_cropがあります。face_cropに必要なlbpcascade_animeface. This ui will let you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface. I'm going to experiment with this. Download it here. Additionally make adjustments, for size, smooth transitions and clarity to get 可调参数： face_sorting_direction：设置人脸排序方向，可选值为 "left-right"（从左到右）或 "large-small"（从大到小）。 An All-in-One FluxDev workflow in ComfyUI that combines various techniques for generating images with the FluxDev model, including img-to-img and text-to-img. height Mask Crop Region and then feed the top, left, right, and bottom coordinates to a Image Crop Location node. Updated: Jul 16, 2024 9:07 AM. IPAdapter - Used to add some details back to the face. ; image2 - The second mask to use. Join the largest ComfyUI community. The general workflow is crop face -&gt; upscale face -&gt; inpaint -&gt; downscale face -&gt; paste back. The MediaPipe FaceMesh to SEGS node is a node that detects parts from images generated by the MediaPipe-FaceMesh Preprocessor and creates SEGS. When enhancing images it's important to crop them to focus on the face filling the frame completely. Sign in Product Actions. "Auto face size adjustment by model" is a setting option that determines whether the Face Editor automatically adjusts the size of the face based on the selected model. use the FocalpointFromSegs node to keep the faces in focus when cropping and rescaling. Image face feature restoration is the goal of the Face Detailer component, which uses a Welcome to the unofficial ComfyUI subreddit. py inside your \ComfyUI\custom_nodes. Increase the guide_size sufficiently, and 目前我看到只有ComfyUI支持的节点，WEBUI我最近没有用，应该也会很快推出的。 1. Currently supports ControlNets, T2IAdapters, ControlLoRAs, ControlLLLite, SparseCtrls, A node called ComfyUI Face Detailer can recognize and improve faces with ease. Please help me Share Add a Comment. 005 or lower Welcome to the unofficial ComfyUI subreddit. The only way to keep the code open and free is by sponsoring its development. wzr zekio bbsqq xgk higjnclq pbatp fynsz lyxf iksxjw yoyvo