Ipadapter faceid github

Ipadapter faceid github. py) The text was updated successfully, but these errors were encountered: Jan 22, 2024 · You signed in with another tab or window. Jun 18, 2024 · I did it this way, but there were errors. 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. Thank you for your reply. 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. bin and it gave me the errors. Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. 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. app import FaceAnalysis from diffusers import StableDiffusionPipeline, DDIMScheduler, AutoencoderKL from ip_adapter. 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. So that seems that implementing this feature will be more complex than I thought. 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. Contribute to lucataco/cog-IP-Adapter-FaceID development by creating an account on GitHub. 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. Deprecated ip-adapter-faceid-plus_sd15_lora. 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. com Jan 20, 2024 · This is also the reason why the FaceID model was launched relatively late. 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. I tried using ip-adapter-plus_sd15. Since it's the same SDXL arch, it should be pretty straightforward and easy to implement. You signed out in another tab or window. py", line 780, in _load_ip_adapter_weights num_image_text_embeds = state_dict["image_proj"]["latents"]. 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. introduction. Face consistency and realism Jan 8, 2024 · Is it meant to be used the same way as the 1. [2023/11/22] IP-Adapter is available in Diffusers thanks to Diffusers Team. 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. I tried to write a new StableDiffusionXLPipeline mod You signed in with another tab or window. py" then transfer "pytorch_model. Which loader should be used ? Use the ipadapter_kolors. 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. 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. 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. You switched accounts on another tab or window. Jan 10, 2024 · IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. 5 installations. Share this post on: The IP-Adapter-FaceID model, Extended IP Adapter, Generate various style images conditioned on a face with only text prompts. unofficial implementation of Comfyui magic clothing - ComfyUI_MagicClothing/assets/ipadapter_faceid_openpose_workflow. 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. It uses image embeddings from a face recognition model instead of CLIP image embedding. Can you help me answer these questions? Thank you very much. json at main · frankchieng/ComfyUI_MagicClothing This is a sample notebook to test IP-Adapter-FaceID. attention_processor_faceid import LoRAAttnProcessor , LoRAIPAttnProcessor IP Adapter FaceID demo webui. 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. 🌟 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 19, 2023 · Model/Pipeline/Scheduler description A new IP-Adapter Face model has been released. Aug 1, 2024 · As the commit mentions, the faceid of kolors is supported. 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. ip_adapter_faceid import MLPProjModel from ip_adapter . import torch from diffusers import StableDiffusionXLPipeline, DDIMScheduler from diffusers. bin" to adapter. Back to Top. 3 in SDXL-IP-Adapter-Plus, while Midjourney-v6-CW utilizes the default cw scale. utils import is_torch2_available from ip_adapter . Contribute to whitebaby/IP-Adapter-FaceID-demo development by creating an account on GitHub. ) In addition, we also tried to use DINO. 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~~. Reload to refresh your session. from ip_adapter. 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. 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. Installation of insightface. Nov 10, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. Community's models Deprecated ip-adapter-faceid-plus_sd15_lora. Jan 1, 2024 · Describe the bug diffusers\loaders\unet. 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. path. Thanks for this! I was using ip-adapter-faceid-plusv2_sd15. i am not sure which one is best for users, although i think v2 is better (more consistency and freedom). Is the data set filtered from laion2B and coyo-700m like face plus? 2). save(face_info['embedding'], "faceid. com/cubiq/ComfyUI_IPAdapter_plus ip-adapter-face-id-comfyui Jan 20, 2024 · Hence, IP-Adapter-FaceID = a IP-Adapter model + a LoRA. Aug 1, 2024 · You signed in with another tab or window. Face consistency and realism. [2023/12/20] 🔥 Add an experimental version of IP-Adapter-FaceID, more information can be found here. 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. Kolors-IP-Adapter-Plus employs chinese prompts, while other methods use english prompts. ip-adapter-faceid_sd15_lora. \python_embeded\python. 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. listdir('models') if os. json I use torch. 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. I want to use ipadapeter_plus and ipadapter_faceid_plus together: ipadapeter_plus for changing style and ipadapter_faceid_plus for transferring faces. ImportError: cannot import name 'ProjPlusModel' from 'ip_adapter. Apr 24, 2024 · hi！ I'm having some problems using the ip adapter FaceID PLus. Contribute to camenduru/h94-IP-Adapter-FaceID-SDXL-hf development by creating an account on GitHub. This has been tested on Colab with a single T4. 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. Compared to InstantID, it's much more flexible! This is a very good solution. 2023/12/30: Added support for FaceID Plus v2 models. If you use the IPAdapter Unified Loader FaceID it will be loaded automatically if you follow the naming convention. Community's models Jan 19, 2024 · @kovalexal You've become confused by the bad file organization/names in Tencent's repository. Apr 6, 2024 · I have installed all the models, FaceID, LoRAs, etc. 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. safetensors, LoRA for the deprecated FaceID plus v1 model All models can be found on huggingface . You need to use the IPAdapter FaceID node. 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. 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. As such you need to install insightface in your ComfyUI python environment. 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. 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. Our preliminary experiments were better than CLIP, but we did not release a specific model. 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. The ip_scale parameter is set to 0. 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! You signed in with another tab or window. Dec 29, 2023 · You signed in with another tab or window. Hence, IP-Adapter-FaceID = a IP-Adapter model + a LoRA. Jan 26, 2024 · InstantID is currently the only truly satisfying solution among all the non-celebrity face-swapping. Also, you don't need to use any other loaders when using the Unified one. 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. Kolors Team. 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. The base IPAdapter Apply node will work with all previous models; for all FaceID models you'll find an IPAdapter Apply FaceID node. How to use IP Adapter Face ID through ComfyUI IPAdapter plus in comfyui. bin, exhibits great flexibility in facial similarity. g. /ComfyUI/models/loras. 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. ip_adapter_faceid' (G:\AI\ZHB\MuseV\env\lib\site-packages\ip_adapter\ip_adapter_faceid. Otherwise you can use the unified loader and connect ONLY the ipadapter pipeline. Dec 21, 2023 · import gradio as gr import os import cv2 import numpy as np import torch from PIL import Image from insightface. FaceID requires insightface, you need to install them in your A1111 venv. Nov 28, 2023 · Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Cog wrapper for IP-Adapter-FaceID. You are using IPAdapter Advanced instead of IPAdapter FaceID. I'm generating thousands of images and comparing them with a face descriptor model. You may also need onnxruntime and onnxruntime-gpu . safetensors and I got no errors. [2023/11/10] 🔥 Add an updated version of IP-Adapter-Face. exe -s ComfyUI\main. Mar 28, 2024 · Thanks for the reminder! Also, I changed to FaceID Plus V2 and it works fine now. Important: this update again breaks the previous implementation. (you can also center crop with the help of face bounding box) hi @xiaohu2015 ， i got some new issuses train with "tutorial_train_faceid. Dec 27, 2023 · I saw that this has already been discussed in this topic. Most FaceID models require a LoRA. in the proper directories per the Installation instructions. 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. 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. Also you can use IP-Adapter-FaceID together with other IP-Adapter (e. bin") a norm way is resize the short size to 512, then center crop. However I can't get the weight loaded. Dec 20, 2023 · You signed in with another tab or window. Otherwise you have to load them manually, be careful each FaceID model has to be paired with its own specific LoRA. ip_adapter_faceid_ [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. 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. Check this ComfyUI issue for help. Dec 27, 2023 · @antonioo-c thank you for the estimation that helps immensely. 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. This video for comfyui https://www. 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>. 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. 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. utils import load_image from insightface. You signed in with another tab or window. Contribute to Kwai-Kolors/Kolors development by creating an account on GitHub. I am only working with SDXL and have omitted the SD1. This workflow is a little more complicated. Already have an Mar 26, 2024 · you need to use IPAdapter FaceID for FaceID models and also connect the insightface pipeline. isdir(os IP-Adapter-FaceID, especially this version: ip-adapter-faceid-portrait_sdxl. youtube. Dec 21, 2023 · Hello This is a great job！！ I want to ask about the specific details of this version of the training 1). IP-Adapter-FaceID can generate various style images conditioned on a face with only text prompts. An IP-Adapter with only 22M parameters can achieve comparable or even better performance to a fine-tuned image prompt model. Please follow the guide to try this new feature. 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. 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. 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. ip_adapter_faceid import IPAdapterFaceID # Function to list models in the 'models' folder def list_models(): return [f for f in os. There is no such thing as "SDXL Vision Encoder" vs "SD Vision Encoder". Contribute to camenduru/Ip-Adapter-FaceID-hf development by creating an account on GitHub. Follow instruction: https://github. If only portrait photos are used for training, ID embedding is relatively easy to learn, so we get IP-Adapter-FaceID-Portrait. Dec 20, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. Community's models The IP-Adapter-FaceID model, Extended IP Adapter, Generate various style images conditioned on a face with only text prompts. pine xlj bkqe eddjiunn tnxc dula lkssy ybeonh nlu rdvf