Ip adapter faceid github. Aug 26, 2024 · I saw the ip adapter and managed to run the code. IP Adapter FaceID demo webui. not cherry picked first run You signed in with another tab or window. Jan 30, 2024 · The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. According to the description in #266, the training methods of faceid-portrait and faceid are the same, except that the training set of faceid-portrait is all images containing faces. Meanwhile, face similarity and facial aesthetics are used to evaluate the performance of the proposed Kolors-IP-Adapter-FaceID-Plus. This also shows that ID embedding can learn better if appropriate strategies are adopted, such as ID loss or GAN loss. But the results are not good enougth for face. Everything goes great. Contribute to lucataco/cog-IP-Adapter-FaceID development by creating an account on GitHub. bin? all the IP-Adapter models are trained with base SD models (e. 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 improvement eliminates the risk of errors due to incorrect path syntax. How much data is required to train ip-adapter-faceid-portrait_sdxl. Jan 22, 2024 · I'm impressed with the new feature that allows us to view uploaded batch images directly in the controlnet. LAION) to obtain training datasets, in particular, we also used some AI-synthesized images. py, line:180, change from ip_layers. Contribute to camenduru/Ip-Adapter-FaceID-hf development by creating an account on GitHub. Sep 11, 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 can generate various style images conditioned on a face with only text prompts. Can you help me answer these questions? Thank you very much. IP Adapter Face ID: The IP-Adapter-FaceID model, Extended IP Adapter, Generate various style images conditioned on a face with only text prompts. Dec 21, 2023 · import gradio as gr import os import cv2 import numpy as np import torch from PIL import Image from insightface. Update 2023/12/27: IP-Adapter-FaceID-Plus: face ID embedding (for face ID) + CLIP image embedding (for face structure) The proposed IP-Adapter consists of two parts: a image encoder to extract image features from image prompt, and adapted modules with decoupled cross-attention to embed image features into the pretrained text-to-image diffusion model. Instantly Transfer Face By Using IP-Adapter-FaceID: Full Tutorial & GUI For Windows, RunPod & Kaggle. Trying "FaceID Plus v2" with IP Adapter. just tried to use this model i thought its the same/improved version of the ip-adapter-faceid-portrait_sdxl, but it doesn't seems to work. 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. I feel like there might be a conflict between these two components. [2023/11/22] IP-Adapter is available in Diffusers thanks to Diffusers Team. When I remove ReActor, FaceId works. An IP-Adapter with only 22M parameters can achieve comparable or even better performance to a fine-tuned image prompt model. You can use it without any code changes. Jan 19, 2024 · Hi @xiaohu2015! Thank you and your team for the great approach! I have two questions related to recently added models: I've been to run your code for IP-Adapter FaceID+ V2 SDXL and from the code perspective it seems that during it's trai 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 Jun 18, 2024 · You signed in with another tab or window. bin with parameters "ip_adapter,xxx" May 20, 2024 · txt2img: 1girl,<lora:ip-adapter-faceid-plusv2_sd15_lora:0. 2024. path. Sizes of tensors must match except in dimension 1 You signed in with another tab or window. 5 and then ip adapter with reactor/roop. I'm generating thousands of images and comparing them with a face descriptor model. listdir('models') if os. bin ignores the pose from ControlNet OpenPose, do I understand correctly that ControlNet does not work with the model? 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. in fact, we use some different training tricks to train FaceID Plus, so it is more robust. just add same face to ip adaper and reactor/roop and simple prompt, heres the workflow and then results with ip adapter face full 1. py" then transfer "pytorch_model. Aug 1, 2024 · Please check IP-Adapter-FaceID-Plus for more details. I will answer some of your questions for our team. app import FaceAnalysis from diffusers import StableDiffusionPipeline, DDIMScheduler, AutoencoderKL from ip_adapter. TL;DR: it's FacePlus that is wrong not FaceID 😄. com I use torch. save(face_info['embedding'], "faceid. Contribute to whitebaby/IP-Adapter-FaceID-demo development by creating an account on GitHub. 2 . IP-Adapter-Face-Plus), it means use two adapters together Jan 1, 2024 · Describe the bug diffusers\loaders\unet. [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. bin, v1 of the portrait model; Most FaceID models require a LoRA. py", line 780, in _load_ip_adapter_weights num_image_text_embeds = state_dict["image_proj"]["latents"]. [2023/12/20] 🔥 Add an experimental version of IP-Adapter-FaceID, more information can be found here. ip_adapter_faceid import ProjPlusModel, MLPProjModel ImportError: cannot import name 'ProjPlusModel' from 'ip_adapter. IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. py Cog wrapper for IP-Adapter-FaceID. from ip_adapter. I want to know how to use or how to train a faceId model to use with, so i can pass multiples files of the face to ge Contribute to camenduru/h94-IP-Adapter-FaceID-SDXL-hf development by creating an account on GitHub. The results are summarized in the table below, where Kolors-IP-Adapter-FaceID-Plus outperforms SDXL-IP-Adapter-FaceID-Plus across all metrics. You signed out in another tab or window. However I can't get the weight loaded. json example and it can‘t use weight from hf Nov 10, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. Deprecated ip-adapter-faceid-portrait_sd15. As you can see you can reach the same kind of saturation you had before with Plus Face. If only portrait photos are used for training, ID embedding is relatively easy to learn, so we get IP-Adapter-FaceID-Portrait. ip_adapter_faceid_ You signed in with another tab or window. ip_adapter_faceid' (G:\AI\ZHB\MuseV\env\lib\site-packages\ip_adapter\ip_adapter_faceid. isdir(os Jan 20, 2024 · We use some public datasets （e. Jan 10, 2024 · Update 2024-01-24. Apr 24, 2024 · hi！ I'm having some problems using the ip adapter FaceID PLus. load_state_dict(state_dict["ip_adapter"],False), the following problem occurs: 2. 🌟 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. First the idea of "adjustable copying" from a source image; later the introduction of attention masking to enable image composition; and then the integration of FaceID to perhaps save our SSD from some Loras. SDXL FaceID Plus v2 is added to the models list. Dec 20, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. 17 🔥 The Kolors-IP-Adapter-Plus weights and infernce code is released! Please check IP-Adapter-Plus for more details. Please implement one of them in the program. Further information: IP-Adapter-FaceID Huggingface How to use IP-Adapter-FaceID with A1111 InstantID GitHub InstantID Huggingface 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: Mar 12, 2024 · After modify file: ip_adapter_faceid. This video for comfyui https://www. Already have an Dec 20, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. 6> 2024-05-20 10:28:13,157 - ControlNet - INFO - unit_separate = False, style_align = False 2024-05-20 10:28:13,398 - ControlNet - INFO - Loading model: ip-adapter-faceid-plusv2_sd15 [6e14fc1a] 2024-05-20 10:28:13,505 - ControlNet - INFO - Loaded state_dict from [/data/stable-diffusion Jan 31, 2024 · Thank you for your reply. first question: What should I pass in the ip_adapter_image parameter in the prepare_ip_adapter_image_embeds function You signed in with another tab or window. bin" to adapter. ip_adapter_faceid import IPAdapterFaceID # Function to list models in the 'models' folder def list_models(): return [f for f in os. 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 Dec 22, 2023 · You signed in with another tab or window. 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. (you can also center crop with the help of face bounding box) hi @xiaohu2015 ， i got some new issuses train with "tutorial_train_faceid. 5 and SDXL), once trained, it can be used for other finetuned SD models. Jan 3, 2024 · ⚠️ Preliminary Data ⚠️ Face Models Comparison I started collecting data about all the face models available for IPAdapter. Jan 20, 2024 · Hence, IP-Adapter-FaceID = a IP-Adapter model + a LoRA. Specifically, we use the face detection model in the insightface library to filter out images containing only 1 face. 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. when using the ip adapter-faceid-portrait-v11_sd15 model. original SD1. Jan 26, 2024 · There are some new face swap models which are probably superior to the current method: IP-Adapter-FaceID and the even newer InstantID. If you use the IPAdapter Unified Loader FaceID it will be loaded automatically if you follow the naming convention. 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. Dec 25, 2023 · I have installed InsightFace while installing the ReActor component. 3. bin") a norm way is resize the short size to 512, then center crop. py) The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. Which loader should be used ? Use the ipadapter_kolors. Aug 1, 2024 · As the commit mentions, the faceid of kolors is supported. You signed in with another tab or window. - Can IP adapter faceid plus adapt to stablediffusion Img2Img pipeline? Saved searches Use saved searches to filter your results more quickly Jan 20, 2024 · You signed in with another tab or window. g. We have noticed the recent progress of IP-adapter FaceID, but we have not tried it out yet. - IP-Adapter/tutorial_train_faceid. 26 🔥 ControlNet and Inpainting Model are released! Please check ControlNet(Canny, Depth) and Inpainting Model for more details. 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. Dec 25, 2023 · This second one if FaceID Plus with CFG 9 and weight 1. However, when using FaceId, it still prompts that it is not installed. You switched accounts on another tab or window. load_state_dict(state_dict["ip_adapter"]) to ip_layers. Reload to refresh your session. 07. 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. FaceID Plus v2 will support adjust the weight of face Dec 27, 2023 · Hello @mrT333, thank you for your appreciation of our work, I am a member of the InstantID team. youtube. [2023/11/10] 🔥 Add an updated version of IP-Adapter-Face. Also you can use IP-Adapter-FaceID together with other IP-Adapter (e. So that seems that implementing this feature will be more complex than I thought. Nov 5, 2023 · [2023/12/27] 🔥 Add an experimental version of IP-Adapter-FaceID-Plus, more information can be found here. . IP Adapter has been always amazing me. Dec 27, 2023 · I saw that this has already been discussed in this topic. 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. ` ERROR:root:!!! Exception during processing !!! ERROR:root:Traceback (most recent call last): Jan 8, 2024 · You signed in with another tab or window. mavwxdcaxanhefclkoxpgutnjhwpwoagiypdcrvykfnplczpl
