Stable diffusion face expressions. Feel free to play with these value.

Stable diffusion face expressions 1 base (512) and Stable Diffusion v1. 0. There's plenty of loras for unique expressions that the models don't do well. 2, a woman's face, scowling, screaming++ angrily, face wet with tears" Negative: "wet hair, facial deformity, rain" protogeninfinity, 23 steps, 7. 51. 1) Hyper-realistic portrait of a person with a joyful facial expression, capturing every detail in high definition. By leveraging a range of innovative techniques, including image-to-image generation, ControlNet integration, and specialized adapters, artists can now capture and Consistent character faces, designs, outfits, and the like are very difficult for Stable Diffusion, and those are open problems. If you wish to modify the face of an already existing image instead of creating a new one, follow these steps: Open the image to be edited in the img2img tab It is recommended that you use the same settings (prompt, sampling steps and method, seed, etc. 5. Step 2: Select the area of the face you want to change such as the eyes or mouth. Some methods (Zhao et al. The upper part is the EVQ-VAE of the first stage, which . Same as before : Download this workflow picture More details about the dataset and model can be found on our Hugging Face model page. 6-0. 5 should be enough for most cases. The following showcase images generated with the SDXL base model using proper SDXL negative prompts, but you can also try other SD models. I’ve compiled a list comparing 62 different prompts, categorized for easier viewing. Set both Restore Face Visibility and CodeFormer weight to 1. I have already created a good base image, so now I’d like to create duplicate images where the only thing changed is the character’s face so they’re expressing different emotions (angry, sad, happy, etc. It seems to be fairly rigid in regards to facial expressions, but not impossibly rigid, so it's a good test case for me. There are other face repair upscalers out there too. Our model and annotator can be used in the sd-webui-controlnet extension to Automatic1111's Stable Diffusion web UI. [Stable Diffusion] What are you using as prompts to fine tune expressions on faces? Ive been using f222 and Hassen to create really realistic faces, but every expression seems muted. Man's Half Covered Face Expression Contrast. The problem is I'm using a face from ArtBreeder, and img2img ends up changing the face too much when implementing a different style (eg: Impasto, oil painting, swirling brush strokes, etc). Control where the angle and position of the face and eyes. It's more than just the mouth; the whole face, and especially the eyes, need to work together to form the expression. use face expression. Mar 28, 2023 · LoRA trained on some classic expressions. Stable Diffusion Facial Expression Prompts. There are demos online you can see and use. Thanks for that. I have a wildcard called "emotion" and when you instal the "wildcards" extension you can use it like __emotion__ and it will generate a random emotion from the list. Neutral Facial Expression. If you are doing wide shots/full body poses i do ideally recommend inpainting/face detailer. I trained left-side-smirk and right-side-smirk separately, because it was easier to teach these concepts to Stable Diffusion separately than together (results were better this way). 4-0. Usage: looking ((curious face)) looking ((curious expression)) [[serious, determined]] Tip 3: Move the expression closer to the front of the prompt Search Stable Diffusion prompts in our 12 million prompt database. I am trying to create expression images for a bot. X/1 instead of number of steps (dont know why but from several tests, it works better), If you are using any of the popular WebUI stable diffusions (like Automatic1111) you can use Inpainting. Because the images are very close to the custom LORA characters, you can high jack the Midjourney images into Stable Diffusion with denoising between . 45 and . Create stunning, unique images anytime, anywhere with just a tap! Our method generates realistic facial animations by syncing lips with audio and capturing various subtle expressions. For example, I want a female face with one eyebrown up and the mouth saying like a "O" but not too much and the eyes looking down. Stable Diffusionで人物の画像生成をする際に最も重要な部分である顔の表情についてのプロンプト(呪文)単語(100個超え)をまとめました。 Stable Diffusionの画像生成を高品質にするためのプロンプト The new versions uses two ControlNet inputs : a 9x9 openpose faces, and a single openpose face. Additionally, the image is not particularly innovative, as it is a common representation of a sad face. 5 as the base model and dlib as the face landmark detector (those with the capability can replace it with a better one). Combine FaceID and Facial Expressions with IPAdapter & Controlnet. Download this meta image and drop it at the PNG Info tab. So the trick here is adding expressions to the prompt (with weighting between them) and also found that it's better to use 0. of you use a LoRa you can also combine it with controlnet, and since Roop is done at the end of ing generation, it ignores controlner mostly. This will give you a 256x256 ouput but you can use a batch/face repair upscale using the extras tab in automatic1111. 5 CFG, k_heun, 512x512, seed 588777757 I think the trick is to describe the facial expression, not the emotion. It aligns detailed facial movements, from overall facial expressions to mouth movements, closely with the accompanying audio. It's not perfect but it's the best I could get. For those unfamiliar with the extension "wildcards", you can create variety to your prompts like emotions. eye-pop-out, popping eyes, eye popping out It's trained low to work well with other aspects of expressions (some examples of mixes in the gallery), I recommend increasing the weight of pleading in the prompt over increasing the LoRA weight. mmdetection is used as a preceding process to accurately find the facial outline by Segment Anything. I welcome any feedback from others on this solution to generating facial expressions in Stable Diffusion. Start by accessing the text to image tab in the Stable Diffusion web UI. The version of ReActor that I have is 0. Besides, I A mix of 164 LORAs to help you with expressions in Stable Diffusion. There's two sub-tabs there: Single and Blend. This discomfort often occurs when the face is not facing straight ahead. Installing the ReActor extension on our Stable Diffusion Colab notebook is easy. The graphic style and clothing is a little less stable, but the face fidelity and expression range are greatly improved. Each further image is then mask composited with the first final expression, using the second mask. I have attached my training data, if anyone thinks they can perfect it, they Nov 26, 2024 · 全ての感情から吹き出しや顔文字、メイクやつり目などの目の形、瞳孔の種類をこのページにまとめています。Stable DiffusionとNovelAIに効果的なプロンプトです。 I'm trying to figure out a workflow to use Stable Diffusion for style transfer, using a single reference image. However, with a vast array of expression prompts available, it can be overwhelming to choose the right one. Trained for 10 epochs and 3830 steps, this AI model utilizes images from films and photographs of real individuals to help generate authentic expressions of disgust, surprise, sadness, anger, and fear. As for the result, some models are absolutely useless to generate expressions. But doing that too early in the prompt may result in a cartoony facial expression, too. Here are some essential elements to consider: 1. Replicating Face Pose with Pink Hair. May 6, 2024 · Stable Diffusion, a state-of-the-art diffusion model, in combination with ComfyUI, a user-friendly interface for AI art generation, offers a powerful solution to this challenge. 7. 0-b1. Tip 4: Add an expressions LoRA. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. It’s hard to combine identity of source face image and facial expression of target face image. Jul 12, 2023 · Face Editor. Usage: looking ((curious face)) looking ((curious expression)) [[serious, determined]] Tip 3: Move the expression closer to the front of the prompt Dec 4, 2024 · "Generate an anime character with long hair, wearing a school uniform, but exclude any elements like bad anatomy, missing legs, and awkward expressions. Step 3: Set Inpainting mode to original and denoising to around 0. A multi-stage training strategy is Search Stable Diffusion prompts in our 12 million prompt database. We perform a conditional generation according to a text. ). More drastic changes may need 0. Go to the Tools → Face Models tab of ReActor in Automatic1111. Installing the ReActor extension Google Colab. 5 involves using specific details to achieve lifelike results. The basic framework consists of three components, i. Here, you can enter the face numbers (assigned in the Source Image section) that you want for the We test our method on two commonly used facial expression datasets, CoMA and BU-4DFE. To ensure realistic facial features in your generated images, consider using the following negative prompts: poorly drawn face; asymmetrical; fused face If you feel uncomfortable with the facial contours, try increasing the "Mask size" value. 2023; Han et al. The Appearance Control Model is a copy of the entire Stable-Diffusion UNet, initialized with the same weight. Previous works have used GAN-based models [3, 4] to get satisfiable performance on similar tasks, while few have explored using diffusion models, the rising architecture in generative tasks, specifically on this task. So when my facial expression LoRAs manage to put an expression on that Scarlett Johansson LoRA, I know that my LoRA will work with many different character LoRAs. Aug 16, 2023 · AUTOMATIC1111’s ReActor extension, a fork of the Roop extension, lets you copy a face from a reference photo to images generated with Stable Diffusion. I cannot get a silly or intense expression. For most applications you can simply run the generated image through img2img and use Adetailer/Face Detailer to detect and inpaint the face, denoising of 0. Dec 20, 2023 · Stable Diffusion Face Prompts with Expression. All you need to do is to select the Reactor extension. Facial expression is essential for face swapping. here is my idea and workflow: image L-side will be act like a referencing area for AI. Her expression is [gentle and thoughtful], enhanced by [natural makeup and a hint of pink lipstick]. Dec 24, 2023 · Just a wildcards with 25 face expression examples. This optimization method becomes an issue when generating faces, as SD will take the average of all human appearances and expressions. This lora adds Jul 9, 2023 · Expressions Helper Realistic is the outcome of an ambitious project that focuses on capturing real facial expressions. Descriptive Adjectives Prompt : "Fine Art Photograph f/1. If the forelock interferes with rendering the face properly, generally, selecting "Hair" from "Affected areas" results in a more natural Transform Your Ideas into Art in Seconds! Unlock the limitless potential of AI-powered creativity. Stable Diffusion. Enable the Control Net by checking the appropriate checkbox. Example attached, not my face but my expressions are driving it. Learn how to use LORAs and other tricks to conve May 29, 2024 · This technical report presents a diffusion model based framework for face swapping between two portrait images. You may need to play with the weights so one doesn't drown out the other. In this tutorial, we are generating AI images and videos with enhanced facial expressions using stable diffusion and ComfyUI. Load your super favorite checkpoint and generate the face for reference (512x512 will be enough), or just download some nice face portrait from the net. This dataset is designed to train a ControlNet with human facial expressions. A link to the Booru wiki page for face-related tags that work well in NAI/anime models (emotions, expressions, emoji etc): hey all, let's test together, just hope I am not doing something silly. Specifically, the output ends up looking Okay so the main one is that I want to know if I would have to have the facial expression stay consistent, because I’ve tried training Lora faces and i always get odd results and I feel like it has a lot to do with the fact there’s images where they’re smiling, others where they aren’t, some where theyre angry, etc etc Unfortunately you really need to use something like Controlnet openpose face model and/or expression-specific Loras for consistency if you are using non-Booru/NAI models. Stable diffusion prompts are text-based inputs that guide the AI model to generate images. Note that the input texts “disgust high smile” and “angry mouth down” are the combinations of two terms used for training. FAQ License Prompts Mobile App. In this video, we dive deep int In this project, we tackle the task of manipulating facial expressions on face images utilizing conditional diffusion models. Or you can use them as a library of postures and facial expressions in SD. Fear, Pain and Desperation: Influence may very widly depending on desired result. 5 and 2. 8)|], (expressive:0. Go to civitai and search for 'expression' and there's plenty to be found. safetensors) along with the 2. for site header The first final expression produced is similar to the prototype, but the cfg >1. By using facial landmarks as a condition, finer face control can be achieved. 5, can't make the clone faces do new expressions very well. Apr 6, 2024 · These are generally very portrait focused. 1 base model, and we are in the process of training one based on The prompt logically represents a realistic and consistent front face expression with mouth open in pain, albeit simple in nature. Samples: Cherry-picked from ControlNet + Stable Diffusion v2. We have mini-models specifically for puppeteering expressions on our models lookup page. Oct 27, 2024 · Model created from memable anime facial expressions. - Demonstrations of IPAdapter troubleshooting to get your desired result. However, the 3D-aware keypoints miss the detailed She is dressed in [a black top] and wears [a delicate bracelet on her left wrist]. It guides viewers through the process of generating images with desired expressions by adjusting prompts and utilizing the Reference Only feature for maintaining the original image's atmosphere. Method : Change expressions one after another using prompt travel Extract your favorite expression frames and Hires. com/Mikubill/sd-webui-controlnetHow to Install Stable Diffus A (good) LoRa will contain multiple poses and faces looking multiple directions, and doing different things. Training has been tested on Stable Diffusion v2. Beautiful, but boring. 1 models are roughly equivalent in quality, though neither is perfect. Note, this face is very unlikely to be the face of your output character, so don't count on it too much. 7 denoising, but for that you may encounter blending issues on the edges and have more success manually inpainting. For instance, “disgust um rosto com A emoção subjacente à expressão de ingenuidade ou tolice pode variar, mas geralmente envolve: 🔹 Confusão ou incerteza → A pessoa está tentando compreender algo e, sem perceber, mantém os olhos abertos e a boca levemente entreaberta. W henever generating images of faces that are relatively small in proportion to the overall composition, Stable Diffusion does not prioritize intricate facial details, resulting in a Search Stable Diffusion prompts in our 12 million prompt database. Target Image Explanation. So it's not a real solution. Well, the faces here are mostly the same but you're right, is the way to go if you don't want to mess with ethnics loras. 75 Step 4: Enable Reactor and set Restore Face to Codeformer. 6) Create Complex facial expressions without limits. Most of the loras are for anime (since there is a wider variety of expressions in Facial Expressions LORA Pack (150+) - Not4Talent's Ko-fi Shop - Ko-fi ️ Where creators get support from fans through donations, memberships, shop sales and more! Today we are releasing the version trained from Stable Diffusion 1. Crafting prompts for realistic faces in Stable Diffusion 3. , IP-Adapter, ControlNet, and Stable Diffusion’s inpainting pipeline, for face feature encoding, multi-conditional generation, and face inpainting respectively. 🔹 Surpresa leve → O rosto pode relaxar em resposta a um evento inesperado, especialmente quando não há uma reação emocional forte But it's bad in that you get "pretty clone face" and also the puppeteer Lora, which was trained on vanilla 1. The thing is that i want very specific expressions in a very specific angle. It includes keypoints for pupils to allow gaze direction. The end result will be a very symmetric face with neutral expression. Happy, wide smile with raised cheeks and crow's feet around the eyes. For example, cannot get someone to cry tears, laugh out-loud, yell till their face turns red, or make a scary face. 7 might be a good starting point. unlike Roop that will sort of guess what the face looks like, and swap something similar, you have far more control and possibilities with a LoRa. Select the Pixel Perfect setting and ensure that the IP adapter plus face sd15 model is chosen. Looking at the recently discussed '9 Coherent Facial Expressions in 9 Steps', I thought I might be able to do something similar with AnimateDiff. Score: 9 FAQ License Prompts Mobile App Doing both at the same time would be tricky- for expressions you can use Controlnet Openpose-faceonly, and to copy face Controlnet IP-Adapter works well if the reference is good quality. We currently have made available a model trained from the Stable Diffusion 2. 0, and shifting the expression to the front of the prompt in the resample changes it slightly, but this image should be compatible with all subsequent images. 55, Euler a:30, mask blur 4, seed 1379732702) The prompt was the CLIP interrogated one plus a little bit: "a man with a unibrow and ear buds on his ears is making a face with his mouth open and a surprised look on his face, by Giovanni Bellini" The generated image of a sad face has logical consistency and clarity, but it lacks realism and innovation. Oct 23, 2024 · 『Stable Diffusion』で使える顔の表情プロンプト一覧まとめ. Sad, downturned mouth, dro Mar 17, 2024 · In Stable Diffusion, you can express a wide range of expressions in images by specifying appropriate prompts. Inpainting appears in the img2img tab as a seperate sub-tab. Newly updated to reduce the default-horniness and framing/context bias like arms-over-head positioning. ) as for the original image. inpaint the face and try 16 batch x 8 process with different random seeds and pick the best one. Here, the initial dataset is "heads, faces". I'm not sure which one you used, but tons of the generated images here could have been any of the adjectives used along the video. Explore 25 captivating example images and prompts, showcasing the incredible potential of Stable Diffusion in generating expressive faces. Certain models may react differently to “expression” so try “face” as well, and add contrast with a negative to help guide narrow down the expression you’re looking for. Dec 30, 2024 · Key Elements for Effective Stable Diffusion Face Prompts. Biting own lip: Pony knows this concept but doesn't work very consistent. 🔍 *What You'll Learn:* - Step-by-step instructions on using a workflow to apply expressions to your reference face using controlnet and IPadapter. An example of what you’ll find is below. Try searching for the one you want, or browse the Expressions and Poses tags. The Stable-Diffusion UNet is frozen throughout the training. mmcv is an auxiliary library of mmdetection used to find the bounding box of the face location. We have tested a lot of prompts to generate different faces, and the following prompts are the best performers. There's also things like 'openpose face' that specialize in expressions if you want to go that route, or img2img. Follow these steps: Upload your chosen face portrait onto the Control Net canvas. 4) (face:0. " Stable Diffusion Negative Prompt for Face. Just a simple inpaint! (CFG 8, strength 0. The background is [dark and blurred], drawing attention to [her face and hands]. 1 model (control_v2p_sd21_mediapipe_face. The expressions look better if you inpaint using the puppeteer checkpoint and Controlnet inpaint, but then you won't get the same face. Feel free to play with these value. We can use Blender to create a facial pose for our Stable Diffusion Control Net MediaPipe Face (green mask) which is different from the upcoming native Contr Jul 25, 2024 · Stable diffusion を利用していて、人物の顔の表情をあらわす表現がぱっと思いつかないときはよくありますよね？そんなときに少しでもお役に立てればと思って、顔の表情表現集を作ってみました。ぜひ参考にしてみていただいて、思い通りの表 Feb 26, 2025 · Assign face numbers from left to right; for instance, Angelina is face 0 and Jenna Ortega is face 1. Overview of the proposed MagicPose pipeline for controllable human dance video generation with motions & facial expressions transfer. May 5, 2024 · 2, MagicPose has two sub-modules besides the Stable Diffusion (SD) (Rombach et al. #stablediffusion #aigc #ai #aigirl #controlnet #model ControlNet V1-1 GitHub URL:https://github. I trained using ControlNet, which was proposed by lllyasviel, on a face dataset. I'm planning some kind of "HQ" Yes, I'm sure about it. 7)|(surprised:0. safetensors). The only thing I don't see is dorcelessness. , 2021): 1) Appearance Control Model that provides appearance guidance from a reference image to the SD via Multi-Source Attention Module, and 2) Pose ControlNet, which provides pose/expression guidance from a condition image. the goal for step1 is to get the character having the same face and outfit with side/front/back view ( I am using character sheet prompt plus using charturner lora and controlnet openpose, to do this) I recommend experimenting with expressions at different weights using this method (the following is an example and may not produce good results, and may not be the expressions or weights you want to use in the first place) [(giggling:0. Has anyone successfully trained stable diffusion to perform specific poses or facial expressions? From what I have researched, people are using img2img to achieve their desired poses. The facial features are simple and not very detailed, making it less comparable to real photos. People using utilities like Textual Inversion and DreamBooth have been able to solve the problem in narrow use cases, but to the best of my knowledge there isn't yet a reliable solution to make on-model characters without just straight up hand-holding the AI. However, I am interested in exploring if it is possible to train an embedding or hypernetwork instead. Currently, I’m using Stable Diffusion 1. For the target image, input the desired new positions of the faces using the same numbering. fix them Simple! Very useful for the adjectives used. 5 model can be downloaded from our Hugging Face model page (control_v2p_sd15_mediapipe_face. The 1. I even had to tone the prompts down otherwise the expressions were too strong. 2024) use 3D face reconstruction to get 3D-aware keypoints by replacing the shape with source face image. e. 1 Base Mar 24, 2024 · TLDR The video script introduces techniques and tips for altering facial expressions using Stable Diffusion, a cutting-edge AI tool. English. In this guide I will teach you how to use Different Stable facial expression prompt to change a character's emotions and make a better AI art. xkxg bhnlajoz aycgswv krr ysjh rwtfs qspi dtz tuain jqgwqvg xkzb komuc ydk edxw wpusvbw