Ipadapter faceid github
Ipadapter faceid github. com Jan 20, 2024 · This is also the reason why the FaceID model was launched relatively late. May 10, 2024 · As the title says, the IpAdapter FaceID got slower over time, to the point where the bar of the KSampler is barely moving. Community's models Deprecated ip-adapter-faceid-plus_sd15_lora. How to use IP Adapter Face ID through ComfyUI IPAdapter plus in comfyui. When using v2 remember to check the v2 options otherwise it won't work as expected! Apr 2, 2024 · you are using a faceid model with the ipadapter advanced node. utils import load_image from insightface. from ip_adapter. unofficial implementation of Comfyui magic clothing - ComfyUI_MagicClothing/assets/ipadapter_faceid_openpose_workflow. Contribute to camenduru/Ip-Adapter-FaceID-hf development by creating an account on GitHub. The ip_scale parameter is set to 0. You switched accounts on another tab or window. 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. json example and it can‘t use weight from hf Kolors的ComfyUI原生采样器实现(Kolors ComfyUI Native Sampler Implementation) - MinusZoneAI/ComfyUI-Kolors-MZ Dec 29, 2023 · load the node ip adapter faceID, there will be extra connection of insightface, connect that to the node "Load Insight Face" Yes, it helps Thanks @fksldl55 here updated workflow, I hope it will help you workflowIpAdapterFixed. I want to use ipadapeter_plus and ipadapter_faceid_plus together: ipadapeter_plus for changing style and ipadapter_faceid_plus for transferring faces. But since ReActor or Roop, uses the same insightface method for facial features extraction, and works fine within auto1111, it is still possible to implement. ip_adapter_faceid import MLPProjModel from ip_adapter . Dec 19, 2023 · Model/Pipeline/Scheduler description A new IP-Adapter Face model has been released. save(face_info['embedding'], "faceid. youtube. (you can also center crop with the help of face bounding box) hi @xiaohu2015 , i got some new issuses train with "tutorial_train_faceid. /ComfyUI/models/loras. Check this ComfyUI issue for help. Apr 6, 2024 · I have installed all the models, FaceID, LoRAs, etc. Dec 20, 2023 · You signed in with another tab or window. It uses image embeddings from a face recognition model instead of CLIP image embedding. IP-Adapter-FaceID AI 最近在不少科技媒体上都看到了 IP-Adapter-FaceID 这个模型,可以通过上传照片,克隆你的脸。然后根据提示词可 Instantly Transfer Face By Using IP-Adapter-FaceID: Full Tutorial & GUI For Windows, RunPod & Kaggle. Contribute to whitebaby/IP-Adapter-FaceID-demo development by creating an account on GitHub. You need to use the IPAdapter FaceID node. IP-Adapter-FaceID can generate various style images conditioned on a face with only text prompts. This video for comfyui https://www. Back to Top. Update 2023/12/27: IP-Adapter-FaceID-Plus: face ID embedding (for face ID) + CLIP image embedding (for face structure) Jan 13, 2023 · IP Adapter Face ID: The IP-Adapter-FaceID model, Extended IP Adapter, Generate various style images conditioned on a face with only text prompts. I tried using ip-adapter-plus_sd15. At the moment it's not possible to use the IPAdapter Embeds with FaceID, I might work on that if there's interest Dec 22, 2023 · You signed in with another tab or window. Jul 26, 2024 · Kolors is a large-scale text-to-image generation model based on latent diffusion, developed by the Kuaishou Kolors team. One of my focus areas is Novel View Synthesis and at least from the provided examples IPadapter FaceID might be lacking here as the faces tend to stick too close to the reference image regarding viewing angle. bin with parameters "ip_adapter,xxx" Dec 30, 2023 · The base IPAdapter Apply node will work with all previous models; for all FaceID models you'll find an IPAdapter Apply FaceID node. When using v2 remember to check the v2 options otherwise it won't work as expected! You signed in with another tab or window. I'm generating thousands of images and comparing them with a face descriptor model. json I use torch. There is no such thing as "SDXL Vision Encoder" vs "SD Vision Encoder". Dec 21, 2023 · import gradio as gr import os import cv2 import numpy as np import torch from PIL import Image from insightface. Cog wrapper for IP-Adapter-FaceID. This workflow is a little more complicated. Otherwise you have to load them manually, be careful each FaceID model has to be paired with its own specific LoRA. isdir(os IP-Adapter-FaceID, especially this version: ip-adapter-faceid-portrait_sdxl. Aug 17, 2024 · Describe the bug When switching from StableDiffusionXLPipeline to it's PAG version StableDiffusionXLPAGPipeline, the workflow using an additional IP-Adapter (ip-adapter-faceid-plusv2_sdxl) starts throwing Unet-related issue with some sha Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Deprecated ip-adapter-faceid-plus_sd15_lora. Please follow the guide to try this new feature. ip_adapter_faceid_ [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. ImportError: cannot import name 'ProjPlusModel' from 'ip_adapter. app import FaceAnalysis from diffusers import StableDiffusionPipeline, DDIMScheduler, AutoencoderKL from ip_adapter. bin模型,需要选择你在ComfyUI\models\ipadapter文件夹下模型文件 B节点,CLIPVisionLoader节点,加载ComfyUI\models\clip_vision的IMG encoder,这个模型只有两个1. Dec 21, 2023 · Hello This is a great job!! I want to ask about the specific details of this version of the training 1). Community's models 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。 Dec 20, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. Kolors Team. exe -s ComfyUI\main. You are using IPAdapter Advanced instead of IPAdapter FaceID. Face consistency and realism. This time I had to make a new node just for FaceID. shape[1] KeyError Hello, Can you please provide some samples using this new module? I tried the below code sample from HF: from diffusers import StableDiffusionPipeline, DDIMScheduler, AutoencoderKL from PIL import Image from ip_adapter. Can you help me answer these questions? Thank you very much. introduction. Installation of insightface. Dec 30, 2023 · The base IPAdapter Apply node will work with all previous models; for all FaceID models you'll find an IPAdapter Apply FaceID node. Contribute to lucataco/cog-IP-Adapter-FaceID development by creating an account on GitHub. Contribute to camenduru/h94-IP-Adapter-FaceID-SDXL-hf development by creating an account on GitHub. Mar 28, 2024 · Thanks for the reminder! Also, I changed to FaceID Plus V2 and it works fine now. attention_processor_faceid import LoRAAttnProcessor , LoRAIPAttnProcessor IP Adapter FaceID demo webui. Dengan mengunggah beberapa foto dan memasukkan kata-kata kunci seperti "Foto seorang wanita yang mengenakan topi baseball dan bermain olahraga," Anda dapat menghasilkan gambar diri Anda Hi, Thanks for sharing this work. 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. \python_embeded\python. Jan 26, 2024 · InstantID is currently the only truly satisfying solution among all the non-celebrity face-swapping. 2023/12/30: Added support for FaceID Plus v2 models. g. py --windows-standalone-build --force-fp16 ComfyUI-Manager: installing dependencies Nov 29, 2023 · FaceID is a new IPAdapter model that takes the embeddings from InsightFace. listdir('models') if os. An IP-Adapter with only 22M parameters can achieve comparable or even better performance to a fine-tuned image prompt model. So that seems that implementing this feature will be more complex than I thought. I am only working with SDXL and have omitted the SD1. Jan 13, 2023 · IP Adapter Face ID: The IP-Adapter-FaceID model, Extended IP Adapter, Generate various style images conditioned on a face with only text prompts. A节点,IPAdapterModelLoader节点,加载ip-adapter-faceid_sd15. When using v2 remember to check the v2 options otherwise it won't work as expected! Dec 26, 2023 · You signed in with another tab or window. If only portrait photos are used for training, ID embedding is relatively easy to learn, so we get IP-Adapter-FaceID-Portrait. If you use the IPAdapter Unified Loader FaceID it will be loaded automatically if you follow the naming convention. path. py", line 780, in _load_ip_adapter_weights num_image_text_embeds = state_dict["image_proj"]["latents"]. Our preliminary experiments were better than CLIP, but we did not release a specific model. Dec 29, 2023 · You signed in with another tab or window. 3 in SDXL-IP-Adapter-Plus, while Midjourney-v6-CW utilizes the default cw scale. Feb 3, 2024 · IP-Adapter FaceID Plus V2 模型和 Lora; 其中 IP Adapter 用来换脸,Open Pose 用来保持住原图人物的头部姿势。 GitHub 上有个 Issue (https: Jun 14, 2024 · D:+AI\ComfyUI\ComfyUI_windows_portable>. safetensors, LoRA for the deprecated FaceID plus v1 model All models can be found on huggingface . ip_adapter_faceid import IPAdapterFaceID # Function to list models in the 'models' folder def list_models(): return [f for f in os. Aug 1, 2024 · You signed in with another tab or window. bin") a norm way is resize the short size to 512, then center crop. ip_adapter_faceid' (G:\AI\ZHB\MuseV\env\lib\site-packages\ip_adapter\ip_adapter_faceid. Kolors-IP-Adapter-Plus employs chinese prompts, while other methods use english prompts. Follow instruction: https://github. Apr 24, 2024 · hi! I'm having some problems using the ip adapter FaceID PLus. i am not sure which one is best for users, although i think v2 is better (more consistency and freedom). Nov 10, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. Thank you for your reply. Aug 1, 2024 · As the commit mentions, the faceid of kolors is supported. Jan 10, 2024 · IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. Reload to refresh your session. Nov 28, 2023 · Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Contribute to Kwai-Kolors/Kolors development by creating an account on GitHub. Compared to InstantID, it's much more flexible! This is a very good solution. utils import is_torch2_available from ip_adapter . ip-adapter_face_id_plus should be paired with ip-adapter-faceid-plus_sd15 [d86a490f] or Sign up for free to join this conversation on GitHub. Jan 1, 2024 · Describe the bug diffusers\loaders\unet. bin ignores the pose from ControlNet OpenPose, do I understand correctly that ControlNet does not work with the model? You signed in with another tab or window. This has been tested on Colab with a single T4. Community's models The IP-Adapter-FaceID model, Extended IP Adapter, Generate various style images conditioned on a face with only text prompts. Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. The base IPAdapter Apply node will work with all previous models; for all FaceID models you'll find an IPAdapter Apply FaceID node. FaceID requires insightface, you need to install them in your A1111 venv. Already have an Mar 26, 2024 · you need to use IPAdapter FaceID for FaceID models and also connect the insightface pipeline. Which loader should be used ? Use the ipadapter_kolors. Share this post on: The IP-Adapter-FaceID model, Extended IP Adapter, Generate various style images conditioned on a face with only text prompts. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. bin and it gave me the errors. ) In addition, we also tried to use DINO. 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. I've tried using both the Unified Loader (with the renamed CLIP vision model) as well as manually using the old loaders, but I wasn't able to get the vanilla SDXL FaceID to work for me. You signed out in another tab or window. Community's models Jan 19, 2024 · @kovalexal You've become confused by the bad file organization/names in Tencent's repository. The behavior was hit or miss at first for the longest time when I was clicking the prompt button, meaning sometime Jan 20, 2024 · You signed in with another tab or window. Is the data set filtered from laion2B and coyo-700m like face plus? 2). However I can't get the weight loaded. . bin" to adapter. Dec 27, 2023 · @antonioo-c thank you for the estimation that helps immensely. I tried to write a new StableDiffusionXLPipeline mod You signed in with another tab or window. [2023/11/10] 🔥 Add an updated version of IP-Adapter-Face. safetensors; ip-adapter Dec 20, 2023 · we present IP-Adapter, an effective and lightweight adapter to achieve image prompt capability for the pre-trained text-to-image diffusion models. Trained on billions of text-image pairs, Kolors exhibits significant advantages over both open-source and closed-source models in visual quality, complex semantic accuracy, and text rendering for both Chinese and English characters. Also, you don't need to use any other loaders when using the Unified one. IP-Adapter-Face-Plus), it means use two adapters together Jan 3, 2024 · ⚠️ Preliminary Data ⚠️ Face Models Comparison I started collecting data about all the face models available for IPAdapter. [2023/11/22] IP-Adapter is available in Diffusers thanks to Diffusers Team. Otherwise you can use the unified loader and connect ONLY the ipadapter pipeline. Just by uploading a few photos, and entering prompt words such as "A photo of a woman wearing a baseball cap and engaging in sports," you can generate images of yourself in various scenarios, cloning comfyui节点文档插件,enjoy~~. 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. Thanks for this! I was using ip-adapter-faceid-plusv2_sd15. in the proper directories per the Installation instructions. 5 installations. json at main · frankchieng/ComfyUI_MagicClothing This is a sample notebook to test IP-Adapter-FaceID. support Kolors-IP-Adapter-FaceID-Plus #666 opened Jul 31, 2024 by 我也安装好了ComfyUI_IPAdapter_plus,后台也没有报错。 但我这里没有 Apply IPAdapter FaceID 这个对话框。 when using the ip adapter-faceid-portrait-v11_sd15 model. Also you can use IP-Adapter-FaceID together with other IP-Adapter (e. [2023/12/20] 🔥 Add an experimental version of IP-Adapter-FaceID, more information can be found here. 5 faceid model? Do you have an example for SDXL that works well? I tried various combinations and it just always gives a worse output. py" then transfer "pytorch_model. 🌟 Welcome to the comprehensive tutorial on IP Adapter Face ID! 🌟 In this detailed video, I unveil the secrets of installing and utilizing the experimental IP Adapter Face ID model. Dec 20, 2023 · Could you provide a code demo for set_ip_adapter function when training the faceid model? hi, a training code will give soon Thanks for your training code demo. safetensors and I got no errors. You may also need onnxruntime and onnxruntime-gpu . bin, exhibits great flexibility in facial similarity. Dec 24, 2023 · FaceID: new IPAdapter model Best face swapping (actually best face rendering from reference image) I hope some day this can be implemanted to fooocus. Face consistency and realism 6 days ago · Hi, we currently don't have the bandwidth for this, but anyone from the community is free to open a PR to support them. 5版本的VIT-H,XL版本的VIT-G,但是需要注意的是有一部分XL模型是基于1 The IP-Adapter-FaceID model, Extended IP Adapter, Generate various style images conditioned on a face with only text prompts. Jun 18, 2024 · I did it this way, but there were errors. 我安装的IPADATER节点是cubiq的,这个里面提示的是69个冲突。不理解为什么我在comfyui中加载的节点都是bizyair的。 我尝试了各种解决办法。 这个faceid总是会各种各样的报错。这太让人痛苦了。 【ComfyUI_IPAdapter_plus】Conflicted Nodes (69) IPAAdapterFaceIDBatch [ComfyUI-Kolors-MZ] Apr 10, 2024 · You signed in with another tab or window. Most FaceID models require a LoRA. first question: What should I pass in the ip_adapter_image parameter in the prepare_ip_adapter_image_embeds function Dec 27, 2023 · v2 and v1 use same parameters (but train differently, in fact they are training at the same time), but the forward is a little different and use different training tricks. ip-adapter-faceid_sd15_lora. Hence, IP-Adapter-FaceID = a IP-Adapter model + a LoRA. Reactor only works low resolution and cannot respond well to expressions and changes in lighting, while IPAdapter-FaceID is unable to achieve a high degree of similarity. Since it's the same SDXL arch, it should be pretty straightforward and easy to implement. Jan 13, 2023 · IP Adapter Face ID: Model IP-Adapter-FaceID, IP Adapter Diperpanjang, Hasilkan berbagai gaya gambar yang dikondisikan pada wajah hanya dengan petunjuk teks. app import FaceAnalysis Is there a training tutorial for IP-Adapter-FaceID-PlusV2-SDXL? #412 opened Aug 2, 2024 by hepytobecool in structural control mode generate images that are more similar in style to the input ip_adapter image 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. As such you need to install insightface in your ComfyUI python environment. Dec 20, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. Important: this update again breaks the previous implementation. import torch from diffusers import StableDiffusionXLPipeline, DDIMScheduler from diffusers. py) The text was updated successfully, but these errors were encountered: Jan 22, 2024 · You signed in with another tab or window. Face consistency and realism Jan 8, 2024 · Is it meant to be used the same way as the 1. Dec 27, 2023 · I saw that this has already been discussed in this topic. I find this approach faster and often more accurate than Dreambooth or LoRA if you only want a single human character to be featured in some generated images. You signed in with another tab or window. com/cubiq/ComfyUI_IPAdapter_plus ip-adapter-face-id-comfyui Jan 20, 2024 · Hence, IP-Adapter-FaceID = a IP-Adapter model + a LoRA. rvkkdw xaol pvqejgcc raxj kgbjwsf auzb zidhr jabvyi jawuyxiv lyg