Ip adapter plus face github. Reload to refresh your session.
- Ip adapter plus face github If you want to use one of them, you can clone the repository and use the current version 👍 2 haoqiangyu and yiyixuxu reacted with thumbs up emoji Since IPAdapter replaces the attention processor, loading a LoRa via diffusers has not been possible in my testing. bin. When using v2 remember to check the v2 options otherwise it Saved searches Use saved searches to filter your results more quickly You signed in with another tab or window. custom_pipelines import StableDiffusionXLC Dec 23, 2023 · You signed in with another tab or window. Is tutorial_train_sdxl. safetensors, Face model, portraits ip-adapter-full-face_sd15. Below is the face analysis score from consistentID Nov 1, 2023 · You signed in with another tab or window. ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. Sign up for GitHub @eezywu (1) no, we only remove the background. Dec 26, 2023 · would like to inquire whether the training code for ip-adapter-plus-face_sdxl has been released. utils import load_image pipeline = AutoPipelineForText2Image. The input images are from the V2 workflow ( one of them with IPA disabled ). Oct 6, 2023 · Saved searches Use saved searches to filter your results more quickly Saved searches Use saved searches to filter your results more quickly 2024/02/02: Added experimental tiled IPAdapter. Saved searches Use saved searches to filter your results more quickly 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX. Maybe I will update IP-Adapter-Plus v2 Update 2024-01-24. That unfortunately makes the model for non-commercial use only. bin', 'ip @okaris for current version, we trained face model using the same architecture as IP-Adapter-plus: we use the cropped face as image condition and original image as the target. I am trying to use ip-adapter with openvino, two model is working well (ip-adapter_sd15. safetensors , Base model, requires bigG clip vision encoder ip-adapter-plus_sd15: ViT-H: Plus model, very strong: v1. Important: this update again breaks the previous implementation. plus. It lets you easily handle reference images that are not square. bin, But in most of the tested models, bad faces appeared Oct 31, 2023 · You signed in with another tab or window. bin and ip-adapter-plus-face_sdxl_vit-h. I guess the LoRA file is the one on HF named ip-adapter-faceid Describe the bug IP Adapter image embed should be 3D tensors. LAION) to obtain training datasets, in particular, we also used some AI-synthesized images. IPAdapter implementation that follows the ComfyUI way of doing things. Apr 24, 2024 · hi！ I'm having some problems using the ip adapter FaceID PLus. However the new file is not supported out the box even when changing extension to pth, or using the provided safetensor file. safetensors , Stronger face model, not necessarily better ip-adapter_sd15_vit-G. but I also trained a model with only conditioned on segmented face (no fair), it can also works well. ip_adapter-plus-face_demo: generation with face image as prompt. norm_crop(image, landmark=faces[0]. safetensors, SDXL face model ip-adapter_sdxl. I have a question regarding the new faceid model about the LoRA. 5: ip-adapter-full-face_sd15: ViT-H: Strongher face model, not necessarily better: v1. Saved searches Use saved searches to filter your results more quickly 2024/02/02: Added experimental tiled IPAdapter. This guide will walk you through using IP-Adapter Aug 25, 2024 · 第一步：安装ComfyUI IPAdapter plus节点，具体安装方法相信大家都已经知道了，如果还不知道，欢迎购买文章最后的基础入门课，限时特价只要￥49. Can you please release the code for training IP-Adapter-plus- Feb 11, 2024 · attention processors in ip-adapter face id only support the single-ip-adapter (face id) inference. 24. Important: this update again Jan 1, 2024 · You signed in with another tab or window. 5 with Fine-Grained Features (IP Adapter Plus) Stable Diffusion 1. in fact, we use some different training tricks to train FaceID Plus, so it is more robust. 0 of diffusers & Saved searches Use saved searches to filter your results more quickly @xiaohu2015 Yes, I've tried ip-adapter_sd15, ip-adapter-plus_sd15, ip-adapter-plus-face_sd15, they all output image like above. 0 and text_prompt=""(or some generic text prompts, e. bin, ip-adapter_sd15_light. Are LoRAs corresponding to ["ip_adapter"] in ip-adapter-faceid-plusv2_sd15. Apr 10, 2024 · I assumed that it was more similar to the Plus Face, so I tried to compare it to the Plus Face at weight 1. bin: use patch image embeddings from OpenCLIP-ViT-H-14 as condition, closer to the reference image than ip yes, IP-Adapter plus ControlNet, i would also like to combine InstantID with other ip adapters 👍 1 shikasensei-dev reacted with thumbs up emoji All reactions faceid plus uses the embeds from both the clip vision (at 336 in case of Kolors) and insightface. An IP-Adapter with only 22M parameters can achieve comparable or even better Feb 19, 2024 · Learn how to load an IP-Adapter in the Load adapters guide, and make sure you check out the IP-Adapter Plus section which requires manually loading the image encoder. IP-Adapter FaceID. 5 only [2024-05-08 16:48] pattern faceid. IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. bin: same as ip-adapter_sd15, but more compatible with text prompt; ip-adapter-plus_sd15. The subject or even just the style of the reference The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. py the training code for ip-adapter-plus-face_sdxl? If not, what modifications should I make? Dec 25, 2023 · Hi, I try to modify tutorial_train_sdxl. TL;DR: it's FacePlus that is wrong not FaceID 😄. Reproducible sample script import torch from diffusers import AutoPipelineForText2Image, DDIMScheduler from diffusers. cinematic 4k epic detailed 4k epic detailed photograph shot on kodak detailed cinematic hbo dark moody, 35mm photo, grainy, vignette ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. The problem is that face analysis scored the faces generated with ConsistentID but refused to score the faces generated using Plus Face. It should cause by ip-adapter_face_id preprocessor, because it will also happend when using other model like ip-adapter-faceid_sd15. Note that V2 has an additional step 'out=x+scale * out' compared to V1. I have completed the modification of the IP-Adapter-FaceID-Plus training code, but I would like to train an IP-Adapter-FaceID-PlusV2. Also, increasing infer steps didn't help. 5 encoders clip model. safetensors , v1. I have full code import torch from diffusers import StableDiffusionXLPipeline from PIL import Image from ip_adapter import IPAdapterPlusXL from ip_adapter. for current version, it maybe also learn the fairsyle, we are still doing some improvement. pth, so you can just use it as ip-adapter_sd15_plus in webui. Hi, I'm testing some face consistency generation and it works fine but sometimes I have an issue like the one below with a face like the one attached and if I provide the face as 512 or 1024 square it is the same issue Issue: portrait wh You signed in with another tab or window. For the training data, you can refer to this: #74 (some real data and some AI data) For the preprocessing of face image, you can refer to this: #54 To be honest, current methods have IP Adapter Folks recently released a new IP face adapter shortly after safetensor support was added, less than 30 hours ago. Saved searches Use saved searches to filter your results more quickly Mar 10, 2011 · Saved searches Use saved searches to filter your results more quickly Sep 13, 2023 · Since the face-ip-adapter uses the same architecture as ip-adapter_sd15_plus. 5; Stable Diffusion 1. kps, image_size=224) # you can also segment the face Nov 5, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. 0. Further information: IP-Adapter-FaceID Huggingface How to use IP-Adapter-FaceID with A1111 InstantID GitHub InstantID Huggingface The ip-adapter-plus_sdxl_vit-h. 0 using face analysis. from_pretrained( " 2023/12/30: Added support for FaceID Plus v2 models. in addition, this adapter uses image embeddings extracted by third-party software and not images, which means that using ip adapter face id and ip adapter face is not as straightforward as using ip adapter plus and ip adapter face ip-adapter-plus-face_sdxl_vit-h. 9； 注意，IPAdapter Dec 13, 2023 · What is the difference between ip_adapter-full-face and ip_adapter-plus-face, other than replacing IPAdapterPlus with IPAdapterFull? Are there any other differences during the training process? During training Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. Saved searches Use saved searches to filter your results more quickly Describe the bug I am getting key error, while trying to change the ip adapter to "ip-adapter-plus-face_sd15. The text was updated successfully, but these errors were encountered: All reactions Hi, I have been trying out the IP Adapter Face Id community example, added via #6276. - Does the IP Adapter support mounting multiple IP Adapter models simultaneously and using multiple reference images at the same time? · Issue #6318 · huggingface/diffusers There are some new face swap models which are probably superior to the current method: IP-Adapter-FaceID and the even newer InstantID. IP Adapter FaceID demo webui. 2024/01/16: Notably increased quality of FaceID Plus/v2 models. Check the comparison of all face models. Unexpected IP-Adapter model format: Sign up for a free GitHub account to open an issue and contact its maintainers and the community. and ip-adapter-plus-face_sd15 model also like this WARNING --> Not a valid model: sdxl\ip_adapter\ip-adapter-plus-face_sdxl_vit-h. You can use it without any code changes. GitHub Gist: instantly share code, notes, and snippets. The code is memory efficient, fast, and shouldn't break with Comfy updates. bin" model of h94/IP-Adapter Reproduction Just take sample code of IP adapter - LCM Lora from new release v0. The output of the face detection model is just the location of the face in the image, the bounding box and landmark points. Enable IP-Adapter; Select ip-adapter_face_id as preprocessor and ip-adapter-faceid-portrait_sd15 as model; What should have happened? [2024-05-08 16:48] preset FACEID PLUS - SD1. The IPAdapter are very powerful models for image-to-image conditioning. first question: What should I pass in the ip_adapter_image parameter in the prepare_ip_adapter_image_embeds function; second question: What problem does this cause when the following code does not match in the merge Nov 10, 2023 · Saved searches Use saved searches to filter your results more quickly Jan 20, 2024 · We use some public datasets （e. 5 with Fine-Grained Facial Features (IP Adapter Plus Face) Stable Diffusion XL. 5: ip-adapter-plus-face_sd15: ViT-H: Face model, use only for faces: v1. face_image = face_align. 5 refiner, ip-adapter-plus-face will end early. ComfyUI_IPAdapter_plus. Hello, thanks for your work looks amazing. Nov 21, 2023 · I am replacing different models for testing and use ip-adapter-plus-face_sdxl_vit-h. You signed in with another tab or window. Contribute to whitebaby/IP-Adapter-FaceID-demo development by creating an account on GitHub. 2024/01/19: Support for FaceID Portrait models. You signed out in another tab or window. If you only use the image prompt, you can set the scale=1. Update 2024-01-24. It does lower the resolution of the face, but only for face detection model. bin weights and was able to get some output images. FaceID Plus v2 will support adjust the weight of face structure. sd15. py to train IP-Adapter-plus-face-SDXL, but I always encounter some dimension mismatch problems. "best quality", you can also use any negative text prompt). The base IPAdapter Apply node will work with all previous models; for all FaceID models you'll find an IPAdapter Apply FaceID node. 2023/12/30: Added support for FaceID Plus v2 models. I am new and trying to understand the flow and how the repo works. 5: ip-adapter_sd15_vit-G: ViT-bigG: Base model trained with a bigG encoder: SDXL: ip-adapter_sdxl: ViT-bigG: Base SDXL model Hi. safetensors , Base model, requires bigG clip vision encoder mashb1t changed the title Support for IP-Adapter-FaceID Support for IP-Adapter-FaceID-SDXL Jan 5, 2024 mashb1t mentioned this issue Jan 9, 2024 ip adapter v2 #1842 Contribute to talk2gpt2/ComfyUI_IPAdapter_plus development by creating an account on GitHub. e. IP Adapter Plus and IP Adapter Full are not supported in diffusers 0. Dec 25, 2023 · As you can see you can reach the same kind of saturation you had before with Plus Face. Stable Diffusion 1. . Reproduction import torch from diffusers import AutoPipelineForText2Image, DDIMScheduler from diffusers. (2) the new version will always get better results (we use face id similarity to evaluate) hi, I saw the generation setting of plus-face with non-square size, i. Reload to refresh your session. The Community Edition of Invoke AI can be found ComfyUI reference implementation for IPAdapter models. bin weights and was able to get some o ip-adapter-plus-face_sd15. Please implement one of them in the program. IP Adapter Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts We present: IP Adapter Instruct: By conditioning the transformer model used in IP-Adapter-Plus on additional text embeddings, one model can be used to effectively perform a wide range of image generation tasks with minimal setup. Contribute to talk2gpt2/ComfyUI_IPAdapter_plus development by creating an account ip Hi, I have been trying out the IP Adapter Face Id community example, added via #6276. - tencent-ailab/IP-Adapter Nov 5, 2024 · IPAdapter是一个轻量级的适配器，其功能是实现图像风格迁移，即将一张或多张图像的风格转移到另一张图像上。 简而言之，它的作用类似于单图像的lora技术。 IPAdapter通过接受一张图像输入，将其编码为Token，并与标 The Face Plus IP Adapter mode allows for users to input an Face, which is then passed in as conditioning for the image generation process, in order to attempt generation of a similar face. bin and ip-adapter-plus-face_sd15. bin", it is not working well some modification of example is avaiab Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. bin) but, I wish to use "ip-adapter-full-face_sd15. What adjustments do I need to m ok the problem for me was that the load insightface node the out was clip_vision but now is insightface connect in the apply IPadapter, thanks Matteo Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. and then I tried training ip-adapter-face with my own data, cutting out the face and background, and it indeed works better than the general full-face Nov 9, 2024 · Contribute to SpadgerBoy/IP-Adapter-FaceID development by creating an account on GitHub. You switched accounts on another tab or window. Can you help me answer these questions? Thank you very much. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. utils import load_image pipeline = AutoPipelineFo In addition, a total of five IP adapters are now available, selectable by using checkboxes in the interface. This data is then used to crop It would be helpful to have an implementation of the how to train/finetune the IP Adapter face id, sdxl and plus versions I'd like to work on this issue There isn't an example of how to train or finetune your own IP Adapter model currently. @sayakpaul suspects it's because the images need to have the exact same resolution. Nov 20, 2023 · When using the 1. ip-adapter_sd15_light. SDXL FaceID Plus v2 is added to the models list. cc @yiyixuxu Code to reproduce: from dif This is my reference image. Do you have plans to add support for LoRas in the current IPAdapter design? Is this an area of investigation for future v You signed in with another tab or window. Contribute to SpadgerBoy/IP-Adapter-FaceID development by creating an account on GitHub. Continuing the issue from here about assigning a separate input image to each IP-Adapter without passing a mask. But I got 4D tensors. bin and LoRAs corresponding to ip Sign up for a free GitHub account to open an issue and contact Already on GitHub? Sign in to your account Jump to Here is a comparison with the ReActor node The source image is the same one as above. All reactions ip-adapter-plus-face_sd15. , height 704 and width 512, did you train the model with this Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Best Practice. g. The readme was very helpful, and I could load the ip-adapter-faceid_sd15. (safetensors|bin)$ list:['ip-adapter-faceid-plusv2_sd15. safetensors , vit-G SDXL model, requires bigG clip vision encoder Deprecated ip-adapter_sd15_light. bin does not work, even use SD1. Sign up for GitHub You signed in with another tab or window. Can be useful for upscaling. Please follow the guide to try this new feature. 2024/02/02: Apr 11, 2024 · 在 IP Adapter Plus 根目录内有一个 example 文件夹，里面有官方提供的 13 个工作流，包含基础、进阶、FaceID、负面图像、分块等多种功能，大家可以直接导入 ComfyUI 中使用体验。 官方 Github 主页中也有附上视频教 we present IP-Adapter, an effective and lightweight adapter to achieve image prompt capability for the pre-trained text-to-image diffusion models. Specifically, we use the face detection model in the insightface library to filter out images containing only 1 face. ComfyUI reference implementation for IPAdapter models. This time I had to make a new node just for FaceID. use ip-adapter-plus_sdxl_vit-h model Positive text:photograph dragon, 50mm . 0 Light impact model Nov 9, 2023 · My tests have found that full-face performs much better than plus-face. Simple IP-Adapter Face workflow with SDXL model. Steps to reproduce the problem. pwrkst ihjpyq wbrai zortixmu fcpviz geqdqi ikpko dax pfqdass gsfvmsi