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Ipadapter insightface

Ipadapter insightface. bat to reference all my A1111 directories including the venv directory where there's a folder named InsightFace. 10. 極速安裝InsightFace | ComfyUI進階教學-IPAdapter面部模型全解析，輕鬆換臉，捏人，角色重塑不在困惑！ #comfyui #stablediffusion #comfyui插件 #IPAdapter #Insightface ip-adapter_sd15_light. [2023/12/20] 🔥 Add an experimental version of IP-Adapter-FaceID, more information can be found here. 可直接在comfyui节点和SDwebui中使用. I continue to have this same issue. io/bM39y1. steps - how many steps generation will take Nov 29, 2023 · FaceID is a new IPAdapter model that takes the embeddings from InsightFace. com/Gourieff/Assets/tree/main/InsightfaceCommands: . ip-adapter-plus-face_sdxl_vit-h. Jan 13, 2024 · pip install insightface IP-Adapter-FaceIDモデルのダウンロード. Also you can use IP-Adapter-FaceID together with other IP-Adapter (e. Face Masking feature is available now, just add the "ReActorMaskHelper" Node to the workflow and connect it as shown below: The code of InsightFace is released under the MIT License. This workflow is a little more complicated. The IPAdapter node supports a variety of different models, such as SD1. py", line 1045, in _bootstrap_inner May 5, 2024 · PuLID is an ip-adapter alike method to restore facial identity. Also, you don't need to use any other loaders when using the Unified one. If only portrait photos are used for training, ID embedding is relatively easy to learn, so we get IP-Adapter-FaceID-Portrait. You may also need onnxruntime and onnxruntime-gpu . There is no limitation for both academic and commercial usage. Furthermore, this adapter can be reused with other models finetuned from the same base model and it can be combined with other adapters like ControlNet. jpg Feb 9, 2024 · 所有换脸工具，包括Roop、Reactor和InstantID，基本上都是基于InsightFace的模型。如果计划将生成的图像用于商业用途，需要注意获取相应的使用许可。在使用 IP-Adapter FaceID 时，你可能会遇到终端提示No module named 'insightface'的错误，如下图所示： Jan 24, 2024 · InstantIDNode. Apr 14, 2024 · IP-Adapter เป็นเครื่องมือที่มีประสิทธิภาพในการเพิ่มความสามารถ File "G:\comfyui\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. Users are granted the freedom to create images using this tool, but they are obligated to comply with local laws and utilize it responsibly. 1+cu118 Since my last video Tancent Lab released two mode Face models and I had to change the structure of the IPAdapter nodes so I though I'd give you a quick updat Oct 22, 2023 · Insightface seems to be not installed properly. apply_ipadapter() got an unexpected keyword argument 'insightface' https://snipboard. py", line 529, in load_insight_face raise Exception('IPAdapter: InsightFace is not installed! Install the missing dependencies if you wish to use FaceID models. in the proper directories per the Installation instructions. py, On UI, output is shown as "CLIP_VISION". You can use it to copy the style, composition, or a face in the reference image. Thank you for your reply. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. py", line 459, in load_insight_face. It uses both insightface embedding and CLIP embedding similar to what ip-adapter faceid plus model does. dist-info in C:\Automatic1111\webui\venv\Lib\site-packages are present. Dec 30, 2023 · FaceID is a new IPAdapter model that takes the embeddings from InsightFace. IP-Adapter FaceID. safetensors Jan 16, 2024 · You signed in with another tab or window. You signed out in another tab or window. \python_embeded\python. The IP Adapter enhances Stable Diffusion models by enabling them to use both image and text prompts together. As such you need to install insightface in your ComfyUI python environment. First and # to line from 457 to 460. Welcome to the "Ultimate IPAdapter Guide," where we dive into the all-new IPAdapter ComfyUI extension Version 2 and its simplified installation process. Jan 1, 2024 · In this video, I'll walk you through a workflow using the IP Adapter Face ID. whl FTR - I'm also having this issue - It seems Insightface has lost the ability to detect Anime/manga/toon faces. Workaround. IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. raise Exception('IPAdapter: InsightFace is not installed! Install the missing dependencies if you wish to use FaceID models. Suggested Fix Kolors-IP-Adapter-Plus. Dec 28, 2023 · Error occurred when executing IPAdapterApply: IPAdapterApply. py", line 459, in load_insight_face raise Exception('IPAdapter: InsightFace is not installed! Install the missing dependencies if you wish to use FaceID models. Jan 29, 2024 · まずはReActorの導入まず導入する前にinsightfaceをインストールしなければいけないのですが ReActorをインストールすると自動的にinsightfaceもインストールされるので ReActorをインストールしていきます。すでにReActorを導入されている方はこの項目を飛ばしてください。以下のリンクににアクセスし Jan 14, 2024 · IP-Adapter-FaceIDは、InsightFaceという顔認識モデルを基に構築された画像生成技術です。 InsightFaceは、顔検出、顔のアラインメント、顔検証、顔識別などの機能を持つオープンソースの2D&3D深層顔解析ツールボックスで、顔の特徴を抽出して、Stable Diffusionに渡す Jan 10, 2024 · Update 2024-01-24. I loaded up a single IP adapter in controlnet with the intention of inpainting a face in img2img with the pre-processor "ip-adapter_face_id_plus" and model "ip-adapter-faceid-plusv2_sd15 [6e14fc1a]" Disclaimer This project is released under Apache License and aims to positively impact the field of AI-driven image generation. models_dir, "insightface") Would it be possible to support extra pa Jan 5, 2024 · はじめにIP-Adapterの進化が止まりません。「FaceID」→「FaceID-Plus」→「FaceID-PlusV2」とどんどん進化しています。今回は今現在最新の「FaceID-PlusV2」を使ってみます。目的顔写真1枚からその人物の複数の画像を作成することです。PC環境 Windows 11 CUDA 11. Jan 13, 2023 · IP-Adapter-FaceIDモデル、拡張IPアダプター、テキストプロンプトのみで顔に基づいたさまざまなスタイルの画像を生成します。 The location from which the insightface model is loaded is currently hardcoded here: ComfyUI_IPAdapter_plus/utils. Dec 25, 2023 · The optimal solution would probably be to detect face at any cost so to speak, with gradual lowering of the detection size, but then allow growing the detected bounding box by some percentage, and give the user control of how close the crop they want - do they wish to sacrifice a bit of facial detail by including the hair color, or vice versa. 如果单说insightface，我会自动联想成最基础的roop那种，是基于insightface+codeformer或者GAN做图像生成的，我也对比过很多次，效果不太好。所以我又具体了解了下，到底是哪个换脸，工作流发来一看，果然是IP Adapter face ID节点搭的，我又在这个的基础上，搭了下 Feb 12, 2024 · Installing InsightFace: Finalize your setup by installing the InsightFace package. InstantID requires insightface, you need to add it to your libraries together with onnxruntime and onnxruntime-gpu. bin , IPAdapter FaceIDv2 for Kolors model. [2023/11/22] IP-Adapter is available in Diffusers thanks to Diffusers Team. IP-Adapter-FaceID-PlusV2：人脸ID嵌入（用于人脸ID）+可控CLIP图像嵌入（人脸结构）模型链接：夸克网盘分享 Feb 11, 2024 · 「ComfyUI」で「IPAdapter + ControlNet」を試したので、まとめました。 1. Mar 25, 2024 · Insightface keeps its cache unless directly impacted by changes. venv location, and put the following contents in it (and preferably edit its inface_models path if your ComfyUI folder isn't exactly named "ComfyUI" at that exact path, because if you provide a correct path to the models directory, you can reuse the existing model in the ComfyUI installation; if the path cannot be found, it will ReActorBuildFaceModel Node got "face_model" output to provide a blended face model directly to the main Node: Basic workflow 💾. IP-Adapter-FaceID-PlusV2: face ID embedding (for face ID) + controllable CLIP image embedding (for face structure) You can adjust the weight of the face structure to get different generation! Jan 20, 2024 · Hence, IP-Adapter-FaceID = a IP-Adapter model + a LoRA. They are in the manager, or you can get them here: https://github. Steps to reproduce the problem. 10，那么下载地址是 Upgrade ComfyUI to the latest version! Download or git clone this repository into the ComfyUI/custom_nodes/ directory or use the Manager. Mar 26, 2024 · you need to use IPAdapter FaceID for FaceID models and also connect the insightface pipeline. Even after all the suggested fixes I am unsure how to proceed. Feb 28, 2024 · IP-Adapter Face ID Models Redefining facial feature replication, the IP-Adapter Face ID models utilize InsightFace to derive a Face ID embedding from the reference image. controlnet conditioning scale - strength of controlnet. safetensors and I got no errors. Clean install of Automatic1111 (not in Windows user folder) No Stability Matrix. 5 installations. The small one is for your basic generating, and the big one is for your High-Res Fix generating. py --windows-standalone-build --force-fp16 ComfyUI-Manager: installing dependencies Feb 28, 2024 · IP-Adapter Face ID Models Redefining facial feature replication, the IP-Adapter Face ID models utilize InsightFace to derive a Face ID embedding from the reference image. Update 2023/12/27: Jun 5, 2024 · IP-adapter (Image Prompt adapter) is a Stable Diffusion add-on for using images as prompts, similar to Midjourney and DaLLE 3. app import FaceAnalysis # except ImportError: # raise Exception('IPAdapter: InsightFace is not installed! ComfyUI_IPAdapter_plus Licenses Nodes Nodes IPAAdapterFaceIDBatch IPAdapter IPAdapterAdvanced IPAdapterBatch IPAdapterCombineEmbeds IPAdapterCombineParams IPAdapterCombineWeights IPAdapterEmbeds IPAdapterEmbedsBatch IPAdapterEncoder IPAdapterFaceID IPAdapterFromParams Aug 28, 2024 · from comfyui_ipadapter_plus. You switched accounts on another tab or window. ip-adapter-plus-face_sdxl_vit-h and IP-Adapter-FaceID-SDXL below. ') Exception: IPAdapter: InsightFace is not installed! This includes using multiple inputs or the batch directory option within controlnet for IPadapter. Apr 30, 2024 · Now if you turn on High-Res Fix in A1111, each controlnet will output two different control images: a small one and a large one. Dec 25, 2023 · File "D:\comfyui\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. At the moment it's not possible to use the IPAdapter Embeds with FaceID, I might work on that if there's interest Jun 18, 2024 · I did it this way, but there were errors. g. app import FaceAnalysis" to top of the code. At its core, the IP Adapter takes an image prompt (referred to as the IP image) and a text prompt, and merges attributes from both to generate a new, altered image. Jun 14, 2024 · D:+AI\ComfyUI\ComfyUI_windows_portable>. py, place it next to your . app import FaceAnalysis ModuleNotFoundError: No module named 'insightface. How to join the InsightFaceLoader and IPAdapterApplyFaceID ? We would like to show you a description here but the site won’t allow us. safetensors ： which is the face model of IPAdapter, specifically designed for handling portrait issues. forgeのControlNet Integratedに入っているプリプロセッサーInsightFace+CLIP-H (IPAdapter)を使っての同じ顔生成検証ですfaceIDと似たような生成結果になるけど IP-Adapter. com/cubiq/ComfyUI_IPAdapter_plus. ip_adapter_scale - strength of ip adapter. py Line 143 in e736a64 path = os. Reload to refresh your session. exe -s ComfyUI\main. 0. Feb 3, 2024 · IP Adapter 就是其中的一种非常有用的控制类型。 1️⃣下载预编译的 Insightface 软件包，如果Python版本为3. Jan 4, 2024 · got prompt Applied providers: ['CPUExecutionProvider'], with options: {'CPUExecutionProvider': {}} find model: E:\IMAGE\ComfyUI_windows_portable\ComfyUI\models Dec 22, 2023 · File "C:\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. Note: Kolors is trained on InsightFace antelopev2 model, you need to manually download it and place it inside the models/inisghtface directory. 从 Stable Fast 的介绍来看，它和 TensortRT 的功能有重合之处，并且 ComfyUI_stable_fast 插件也支持 TensortRT，看各位所需来选择安装哪个了，可以去官网查看其具体信息，这里也介绍一下 TensortRT 的安装方法。 Apr 2, 2024 · you are using a faceid model with the ipadapter advanced node. Select the command matching your Python environment: Select the command matching your Python environment: For Python 3. guidance_scale - guidance scale value encourages the model to generate images closely linked to the text prompt at the expense of lower image quality. File "D:\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. Hi, when I make those changes and reload ComfyUI, it is showing all the InstantID nodes in red as if they are missing. app import FaceAnalysis Jan 22, 2024 · Create a file named test-insightface. How to use IP-adapters in AUTOMATIC1111 and See full list on github. I am only working with SDXL and have omitted the SD1. IP-Adapter-Face-Plus), it means use two adapters together Mar 31, 2024 · 历史导航： IPAdapter使用（上、基础使用和细节） IPAdapter使用（（中、进阶使用和技巧）前不久刚做了关于IPAdapter的使用和技巧介绍，这两天IPAdapter_plus的插件作者就发布了重大更新，代码重构、节点优化、新功能上线，并且不支持老的节点使用！ The above exception was the direct cause of the following exception: Traceback (most recent call last): File "C:\ComfyUI. This Jan 3, 2024 · You signed in with another tab or window. You need to download the new nodes and change the workflow accordingly. py", line 583, in apply_ipadapter raise Exception('InsightFace must be provided for FaceID models. AS InsightFace pretrained models are available for non-commercial research purposes, IP-Adapter-FaceID models are released exclusively for research purposes and is Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Nvidia GPU RTX 4070. Jan 20, 2024 · We mainly consider two image encoders: CLIP image encoder: here we use OpenCLIP ViT-H, CLIP image embeddings are good for face structure; Face recognition model: here we use arcface model from insightface, the normed ID embedding is good for ID similarity. I already edited webui-user. bin, IPAdapter Plus for Kolors model Kolors-IP-Adapter-FaceID-Plus. com Dec 25, 2023 · IPAdapter: InsightFace is not installed! Install the missing dependencies if you wish to use FaceID models. And add "from insightface. We still have the ability to load the lora, ipadapter model, and insightface through separate nodes, but I would prefer to use the unified node for its convenience. ') Exception: IPAdapter: InsightFace is not installed! You are using IPAdapter Advanced instead of IPAdapter FaceID. Apr 6, 2024 · I have installed all the models, FaceID, LoRAs, etc. If your main focus is on face issues, it would be a better choice. def load_insight_face(self, provider): # try: # from insightface. Otherwise you can use the unified loader and connect ONLY the ipadapter pipeline. 3-cp310-cp310-win_amd64. join(folder_paths. 10: pip install insightface-0. However, there is an extra process of masking out the face from background environment using facexlib before passing image to CLIP. This could save us some valuable time and streamline our workflow. 7. TrickleDownClown commented on August 28, 2024 . Mar 31, 2024 · 众所周知，ControlNet中的IP-Adapter和Instant-ID可以用于换脸，但有时它们的相似度不够高。我将介绍的方法结合了这两者的优势，比单独使用它们能够获得更高的人脸相似度。 Second issue above was now also resolved: Root Cause was the insightFace folder in my ComfyUI - Custom Nodes was the root folder from Insightface. 5, SDXL, etc. 8 Python 3. 6 64-bit. , each with its own strengths and applicable scenarios. Dec 11, 2023 · The code of InstantID is released under Apache License for both academic and commercial usage. However, both manual-downloading and auto-downloading face models from insightface are for non-commercial research purposes only according to their license. There is no such thing as "SDXL Vision Encoder" vs "SD Vision Encoder". I tried using ip-adapter-plus_sd15. bin: same as ip-adapter_sd15, but more compatible with text prompt; ip-adapter-plus_sd15. ComfyUI_IPAdapter_plus 「ComfyUI_IPAdapter_plus」は、「IPAdapter」モデルの「ComfyUI」リファレンス実装です。メモリ効率が高く、高速です。・IPAdapter + ControlNet 「IPAdapter」と「ControlNet」の組み合わせることができます。・IPAdapter Face 顔を Hi I can't seem to find the "Prepare Image For InsightFace" node is a feature within ComfyUI that is related to IPAdapter models, and it's a reference implementation for these models within the ComfyUI ecosystem. utils import load_image from insightface. Dec 20, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. ') Exception: IPAdapter: InsightFace is not installed! Jan 19, 2024 · @kovalexal You've become confused by the bad file organization/names in Tencent's repository. PuLID also uses Eva CLIP instead of normal CLIP. 3. Those files are ViT (Vision Transformers), which are computer vision models that convert an image into a grid and then do object identification on each grid piece. safetensors. ') But whenever I use IP-Adapter FaceID Plus V2, it always says: raise Exception('InsightFace must be provided for FaceID models. Automatic1111 is fully . Dec 20, 2023 · @cubiq The IP-Adapter-FaceID model include a lora and a ip-adapter, they are trained together, they should use at the same time. bin: use patch image embeddings from OpenCLIP-ViT-H-14 as condition, closer to the reference image than ip-adapter_sd15; ip-adapter-plus-face_sd15. Jan 1, 2024 · You signed in with another tab or window. Thanks for this! I was using ip-adapter-faceid-plusv2_sd15. Guidance scale is enabled when guidance_scale > 1. Dec 29, 2023 · load the node ip adapter faceID, there will be extra connection of insightface, connect that to the node "Load Insight Face" 👍 3 R0stys1av, PowerZones, and RaySteve312 reacted with thumbs up emoji All reactions 解压后放在\ComfyUI\models\insightface里面，没有的话可以新建一下. 11Python環境構築 pip install torch==2. IP-Adapter is an image prompt adapter that can be plugged into diffusion models to enable image prompting without any changes to the underlying model. The red is what it looked like before the change, the green is what it looks like after the change. But, as I stated in the original message, using "InsightFace+CLIP-H (IPAdapter)" does not result in the same images I get on a1111 with "ip-adapter_face_id_plus" even using the same model (ip-adapter-faceid-plusv2_sdxl). bin and it gave me the errors. Update 2023/12/28: . bin: same as ip-adapter-plus_sd15, but use cropped face image as condition 这一步最好执行一下，避免后续安装过程的错误。 4）insightface的安装. The training data containing the annotation (and the models trained with these data) are available for non-commercial research purposes only. 如果你已经安装过Reactor或者其它使用过insightface的节点，那么安装就比较简单，但如果你是第一次安装，恭喜你，又要经历一个愉快（痛苦）的安装过程，尤其是不懂开发，命令行使用的用户。 comfyui节点文档插件,enjoy~~. Jan 7, 2024 · ComfyUI IPAdapter Plus (dated 30 Dec 2023) now supports both IP-Adapter and IP-Adapter-FaceID (released 4 Jan 2024)! I will be using the models for SDXL only, i. It is a complete rewrite, so it will break older workflows that use the adapters. What stands out is the use of the LoRA models accompanying each variant, which guide the Stable Diffusion generation process according to the degree of fidelity and style desired. This also shows that ID embedding can learn better if appropriate strategies are adopted, such as ID loss or GAN loss. e. py", line 527, in load_insight_face from insightface. Dec 23, 2023 · I have changed the code of IPAdapterPlus. Why use LoRA? Because we found that ID embedding is not as easy to learn as CLIP embedding, and adding LoRA can improve the learning effect. File "D:\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\ IPAdapterPlus. import torch from diffusers import StableDiffusionXLPipeline, DDIMScheduler from diffusers. path. Checklist The issue exists after disabling all extensions The issue exists on a clean installation of webui The issue is caused by an extension, but I believe it is caused by a bug in the webui The issue exists in the current version of Feb 10, 2024 · Checklist The issue exists after disabling all extensions The issue exists on a clean installation of webui The issue is caused by an extension, but I believe it is caused by a bug in the webui The issue exists in the current version of Apr 16, 2024 · 执行上面工作流报错如下： ipadapter 92392739 : dict_keys(['clipvision', 'ipadapter', 'insightface']) Requested to load CLIPVisionModelProjection Loading 1 Jan 30, 2024 · IP Adapter & ControlNet Depth. IP-Adapter-FaceID can generate various style images conditioned on a face with only text prompts. Comfyui IP-Adapter-FaceID SDXL版本支持让换脸和角色一致性更简单. IP-Adapter-FaceIDを使うにはモデルとLoRAが必要です。 SD1. [2023/11/10] 🔥 Add an updated version of IP-Adapter-Face. Additionally, IPAdapter Plus specifically supports the corresponding FaceID model for style transfer on human figures. Recently launched, this powerful tool has received important updates, including Dec 31, 2023 · Despite RETURN_TYPES = ("INSIGHTFACE",) L521 in IPAdapterPlus. Jan 16, 2024 · ComfyUI: https://github. \python_embeded\pyth You signed in with another tab or window. app' Somehow the recommendation of fonik000 worked to show the exact same options and preprocessors that the original CN has, but there were some errors here and there, so I decided to go back to the integrated CN, and to be honest after testing I see that the pre-installed preprocessor in this integrated CN "InsightFace+CLIP-H (IPAdapter)" does pretty good - if not better - job than the "ip Apr 19, 2024 · ip-adapter-plus-face_sd15. The post will cover: IP-Adapter models – Plus, Face ID, Face ID v2, Face ID portrait, etc. com/comfyanonymous/ComfyUIInsightFace Wheels: https://github. This is even after I have used SEGS to detect the Toon face, and force face only content into IPAdapter FaceID. The folders insightface and insightface-0. . py and yes. ') Dec 24, 2023 · File "D:\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. Feb 10, 2024 · 画期的にキャラクターの再現性を高める最新技術「IP-Adapter FaceID Plus 」について、導入から使用方法までを解説しています。この機能を使用するためにはオープンソースの2D&amp;3Dディープフェイス分析ツール、「InsightFace」を導入する必要があります。 May 12, 2024 · PuLID pre-trained model goes in ComfyUI/models/pulid/ (thanks to Chenlei Hu for converting them into IPAdapter format) The EVA CLIP is EVA02-CLIP-L-14-336, but should be downloaded automatically (will be located in the huggingface directory). You can use it without any code changes. An experimental version of IP-Adapter-FaceID: we use face ID embedding from a face recognition model instead of CLIP image embedding, additionally, we use LoRA to improve ID consistency. ext\Lib\threading. Just pip install insightface inside your venv. 5で使用するなら無印、plus、plusv2、SDXLならSDXL用のモデルとLoRAをダウンロードします。それぞれ対応しているモデルとLoRAは以下の通りです。 Exception: InsightFace must be provided for FaceID models. Python 3. You need to use the IPAdapter FaceID node. ') Exception: InsightFace must be provided for FaceID models. SDXL FaceID Plus v2 is added to the models list. If you are using the SDXL model, it is recommended to download: ip-adapter-plus_sdxl_vit-h. 根据自已的 Torch CUDA Python 版本来选择，安装方法如前。安装 TensortRT. py. opqhvt qoevce npegv ckdvesk ojtteh aktrh vjjrrpa sgqwnqa sdmf ygkt