Stable diffusion img2img prompt examples. Mar 8, 2024 · Summarizing the process: Utilize the AUTOMATIC1111's img2img method. Oct 9, 2023 · This is the simplest option allowing you to generate images directly in your web browser. Final adjustment with photo-editing software. 45-0. I’ve been getting strange results when using img2img locally with AUTOMATIC1111’s GUI to inpaint or outpaint. Note that the original method for image modification introduces significant semantic changes w. For a seamless experience, you can add both positive and negative prompts. Diffusion in latent space – AutoEncoderKL. I added the finished image in photoshop and re-inserted it into "img2img" to get new ideas and experiment with variations. You could also import an image you've photographed or drawn yourself. 01 some pixels might change. Together with the image you can add your description of the desired result by passing img2img isn't used (by me at least) the same way. prompt (str or List[str], optional) — The prompt or prompts to guide image generation. com/colaboratory-static/common Stable Diffusion web UI is a browser interface based on the Gradio library for Stable Diffusion. Upload the photo you want to be cartoonized to the canvas in the img2img sub-tab. Nov 10, 2022 · A way to do it in your code is to find the "label" named "Stable Diffusion checkpoint", look at its "id" value, then iterate through each "dependencies" until you find the one in which "targets" matches the "id" value, then return the number of whichever "dependencies" that is for your "fn_index", then you can make the payload to send to /api For example, a batch of 5 images, starting on seed zero, would use zero for the first image, then 1 for the second, 2 for the third, and so forth down to image five. Copy the path of the file and paste it in the deforum settings file section and press “Load all settings”. Friendly reminder that we could use command line argument "--gradio-img2img-tool color-sketch" to color it directly in img2img canvas. It's important to write specific prompts for what is seen in these tiles, otherwise it may try to turn her hair clip thing into an entire new face, for example. Here is how the workflow works: 5 min Doodle in Photoshop. 85), do multiple gens at low steps to find good seeds. For low steps set the sampling method to DDIM/k_euler. PR, (. 5 and 0. ” img2img ” diffusion) can be a powerful technique for creating AI art. k. You can keep adding descriptions of what you want, including accessorizing the cats in the pictures. Outpainting complex scenes. Some prompt can also be found in our community gallery (check images file file). Start with 0. img2img needs an approximate solution in the initial image to guide it towards the solution you want. Using prompts alone can achieve amazing styles, even using a base model like Stable Diffusion v1. SyntaxError: Unexpected end of JSON input CustomError: SyntaxError: Unexpected end of JSON input at new JL (https://ssl. Pick an image you like and remix the prompt. Interrogate image is an option in img2img where you run the image through CLIP to generate a caption, it can be any image. Feb 20, 2024 · This article will explore over 20 of the best prompts for Stable Diffusion for a delightful visual experience. There are settings relevant to this feature: Interrogate: keep models in VRAM - do not unload Interrogate models from memory after using them. Apr 3, 2024 · Here in our prompt, I used “3D Rendering” as my medium. You can try basic Stablediffusion online demo here and webui here. This is how prompt travel works. Stable Diffusion にはテキストから画像を生成するtxt2imgと画像から画像を生成するimg2imgという機能が実装されています。. Next you will need to give a prompt. Stable Diffusion image 1 using 3D rendering. Step 2, change in any simple way what you don't like. Above all, the beauty of Stable Diffusion AI rests in its vast repository of styles It's possible to apply about 1500 styles with Stable Diffusion, using one of the artists names it's been trained on. . support for stable-diffusion-2-1-unclip checkpoints that are used for generating image variations. Text-to-Image with Stable Diffusion. Do a bit more editing if needed then run it again at lower strength (0. There is good advice lower in the comments here, about visiting Civitai. If you have the image saved on your computer or phone, first send it to the Midjourney bot: Then right click the image (long press on mobile) and click " Copy Link " option. Feb 17, 2023 · Step 1: Get an Image and Its Prompt. Define your style with a clear, descriptive prompt. The results from the Stable Diffusion and Kandinsky models vary due to their architecture differences and training process; you can generally expect SDXL to produce higher quality images than Stable Diffusion v1. For example, see over a hundred styles achieved using prompts with the Online. Dip into Stable Diffusion 's treasure chest and select the v1. from_pretrained( "runwayml/stable-diffusion-inpainting", revision= "fp16", torch_dtype=torch. Mar 31, 2024 · For more details on upscaling within Stable Diffusion: High-Quality Upscaling Made Easy in Stable Diffusion. By Chris McCormick. In this tutorial I’ll cover: A few ways this technique can be useful in practice. Discover how to use lighting keywords, control regional lighting, and utilize ControlNet for precise illumination control. ⦿ Resize to: 1200x672px. Generate a new image from an input image with Stable Diffusion. Jan 4, 2024 · In technical terms, this is called unconditioned or unguided diffusion. By default, Colab notebooks rely on the original Stable Diffusion which comes with NSFW filters. 75 give a good balance. ControlNet adds one more conditioning in addition to the text prompt. 11 seconds on A100). Just generate the image again with the same Apr 22, 2023 · You can save the video to your local storage by clicking the three vertical dots in the bottom right corner. Here's what some of those tiles looked like, each img2img'd separately. So if it is just a picture of someone do you put the image name, or just portrait. Prompt #1. Sep 21, 2022 · Stable Diffusion is a text-to-image latent diffusion model created by the researchers and engineers from CompVis, Stability AI and LAION. Diffusers from diffusers import StableDiffusionInpaintPipeline pipe = StableDiffusionInpaintPipeline. Step 3, generate variation with img2img, use prompt from Step 1. Dec 24, 2023 · One of its most useful features is img2img, which allows you to provide an input image and have Stable Diffusion modify or expand upon it. Start by dropping an image you want to animate into the Inpaint tab of the img2img tool. Playground API Examples README Versions. When returning a tuple, the first element is a list with the generated images, and the second element is a Openpose is not going to work well with img2img, the pixels of the image you want don't have much to do with the initial image if you're changing the pose. 2-0. Sep 18, 2022 · Given a (potentially crude) image and the right text prompt, latent diffusion models can be used to “enhance” an image: Courtesy of Louis Bouchard. With its 860M UNet and 123M text encoder, the /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. Thank you for helping out :) I wasn't sure how wordy I had to get. Stable Diffusion is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input, cultivates autonomous freedom to produce incredible imagery, empowers billions of people to create stunning art within seconds. In the interface by Automatic1111, "inpaint" usually refers to one of the img2img modes. Once you have that straight, try using phrases like: NSFW, nude, naked, breasts, cleavage, doggy-style, etc. Failure example of Stable Diffusion outpainting. It uses text prompts as the conditioning to steer image generation so that you generate images that match the text prompt. Introduction 2. A common question is applying a style to the AI-generated images in Stable Diffusion WebUI. Principle of Diffusion models (sampling, learning) Diffusion for Images – UNet architecture. Prompt styles here:https: Jul 5, 2023 · The original image to be stylized. Convert to landscape size. Mar 4, 2024 · Step 3: Whispering Into Stable Diffusion’s Ear. Pass the appropriate request parameters to the endpoint to generate image from an image. Enhance your images and create stunning visual effects with these techniques. You can design translation networks to emphasize certain attributes or guide diffusion towards particular features, tailoring the approach to your application’s needs. Start Stable Diffusion WebUI with ‘--gradio-img2img-tool color-sketch’ on the command line，upload the whiteboard background image to the Sketch tab. How to use IP-adapters in AUTOMATIC1111 and 2. It’s because a detailed prompt narrows down the sampling space. 4 for the image on the right (if I recall correctly--my documentation for this exercise was rather poor). Stable DiffusionをGoogle Colabで使い倒す方法をまとめてみました。. It works in the same way as the current support for the SD2. I went through a total of 4 iterations for this example, each new pass building on the image I chose from the outputs of the previous one. Prompt: portrait photo of a asia old warrior chief, tribal panther make up, blue on red, side profile, looking away, serious eyes, 50mm portrait photography, hard rim lighting photography–beta –ar 2:3 –beta –upbeta –upbeta. cmd (Windows) or webui. StableDiffusionPipelineOutput`] or `tuple`: [`~pipelines. Here’s are some examples from reddit user frigis9: Original txt2img and img2img modes; Prompt Matrix; Stable Diffusion Upscale; Download the stable-diffusion-webui repository, for example by running git clone Overview. The prompt should describes both the new style and the content of the original image. While it is a powerful tool, it may not be precise or controllable enough. I am also using negative prompt to reinforce that painting look: photo, photographic, anime, photorealistic, 35mm film, deformed, glitch, low contrast, noisy. to filename, for example, flavors. The Instruct pix2pix model is a Stable Diffusion model. Here is an example of the "img2img" with Stable Diffusion workflow! 1- 5 min Doodle in Photoshop 2- SD "img2img" input + prompt 3- Paintover in Adobe Photoshop 4- I added the finished image Dec 13, 2023 · Model Architecture. It's not a secret for anyone that in Stable Diffusion (SD), there is a feature called "inpaint" which is essentially a way to generate something on top of an existing image. Motions (2D and 3D) Prompts Apr 14, 2024 · IP-adapter (Image Prompt adapter) is a Stable Diffusion add-on for using images as prompts, similar to Midjourney and DaLLE 3. Image, np. Fine-tune the denoising strength to balance between change and content preservation. DDIM. The last strength value I ended up using was 0. This specific type of diffusion model was proposed in Aug 5, 2023 · Learn three effective ways to control lighting in Stable Diffusion photography. Maybe there is a more efficient way to do it, but this is the one that worked best for me. It won't solve everything, so you need to use Photoshop or an image editing tool to fix and go through multiple passes with different prompts. In the txt2img page, send an image to the img2img page using the Send to img2img button. com in less than one minute with Step 2 editing in Photoshop. Extract the ZIP folder. gstatic. 3D rendering. Sep 6, 2023 · Stable Diffusionで呪文（プロンプト）を設定して画像生成するのって難しい…。と思ったことありませんか？そんなときに便利な『img2img』の使い方をアニメ系イラストと実写系イラストを使用して解説しています。『img2img』で画像から画像を生成する方法を知りたい方、ぜひご覧ください！ Oct 28, 2022 · Dear friends, come and join me on an incredible journey through Stable Diffusion. Prompt. Note: Stable Diffusion v1 is a general text-to-image diffusion model and therefore mirrors biases and (mis-)conceptions that are present in its training data. r. After Inpainting. Let’s look at an example. Step 3: Set outpainting parameters. Now Stable Diffusion returns all grey cats. The lower the It determines how much of your original image will be changed to match the given prompt. When inpainting, setting the prompt strength to 1 will create a completely new output in the inpainted area. The benefit is you can restore faces and add details to the whole image at the same time. Check our artist list for overview of their style. 1. Or you can find your video in the output directory under the img2img-images folder. StableDiffusionPipelineOutput`] if `return_dict` is True, otherwise a `tuple. This endpoint generates and returns an image from an image passed with its URL in the request. Crafting effective prompts is key to getting good results with img2img. Go to the Stable Diffusion web UI page on GitHub. Cold. Describe your coveted end result in the prompt with precision – a photo of a perfect green apple, complete with the stem and water droplets, caressed by dramatic lighting. I think this is all of it. Jun 30, 2023 · In this guide for Stable diffusion we'll go through the features in Img2img, including Sketch, Inpainting, Sketch inpaint and more. Use a brush to draw the corresponding sketch and prepare prompts, and click Generate on Cloud. 6. Stable Diffusion image 2 using 3D rendering. prompt #1: children's book style illustration of a friendly dragon teaching a group of young adventurers about bravery and friendship. At 0. Refinement prompt and generate image with good composition. Latent diffusion applies the diffusion process over a lower dimensional latent space to reduce memory and compute complexity. , and then choose the same seed number, we should get the same image. Made at Artificy. Values between 0. 0. It's a great way to pull out elements and stylizations that pure photo prompts can't or won't materialize! The prompts are the generic standard type, I'm sure others could do better! Stable Diffusion v1-5 Model Card. jpg into root. Prompt: A beautiful ((Ukrainian Girl)) with very long straight hair, full lips, a gentle look, and very light white skin. You can also use After Detailer with image-to-image. . Higher numbers change more of the image, lower numbers keep the original image intact. 0, PaintStyle3, etc. Feb 17, 2024 · Do you feel the motion of AnimateDiff is a bit lacking? You can increase the motion by specifying different prompts at different time points. Upscaled Images Output Location Feb 18, 2024 · Applying Styles in Stable Diffusion WebUI. Run the webui. This endpoint is used to generate an image from an image based on trained or on public models. Let words modulate diffusion – Conditional Diffusion, Cross Attention. Interrogate image works only if the image is not compressed and it can give you the parameters used on top of the prompt I think you're thinking of PNG info. Dec 26, 2023 · Step 2: Select an inpainting model. You can use these 20 prompts on Midjourney, too, if you want. It provides a user-friendly way to interact with Stable Diffusion, an open-source text-to-image generation model. Put in a prompt describing your photo. Center an image. 923K runs. The web UI offers various features, including generating images from text prompts (txt2img), image-to-image processing (img2img As the title implies, the initial prompts were concept art related to get the juice, and the following img2img prompts were similar but with a realistic photo bend. ⦿ Sampling Method: DPM++ 3M SDE Karras. This is quite a charming image. Denoising tells it how much to pay attention to your input image. Before Inpainting. You can also try emphasizing terms in the prompt, like ( ( ( (black and white)))), and that will Basically if you have original artwork created at a decent thumbnail sketch stage with an idea of composition and lighting, you can use Stable diffusion Img2Img to save hours on the rendering stage. Using prompt Mar 20, 2024 · The Img2img workflow is another staple workflow in Stable Diffusion. Read the notes and change the prompt to see the effect. a. Some examples would be greatly appreciated! Thanks in advance. This applies to anything you want Stable Diffusion to produce, including landscapes. 5 model for your img2img experiment. pyplot as plt import torch from diffusers import StableDiffusionPipeline from fastcore. Watch on. Also, this article explains the methods and steps learned from experiments and input from other users. We provide a reference script for sampling, but there also exists a diffusers integration, which we expect to see more active community development. The most basic form of using Stable Diffusion models is text-to-image. txt, three most relevant lines from this file will be added to the prompt (other numbers also work). That will get you some great ideas as well. For blending I sometimes just fill in the background before running it through Img2Img. Stable Diffusion is a text-to-image latent diffusion model created by the researchers and engineers from CompVis, Stability AI and LAION. If you don't have one generated already, take some time writing a good prompt so you get a good starter photo. The post will cover: IP-Adapter models – Plus, Face ID, Face ID v2, Face ID portrait, etc. As obvious as it sounds, this box is where you will describe the picture you want to see so the AI knows what to make. Instruct pix2pix has two conditionings: the text Run it through img2img with high strength (0. Find prompt strength 0 to 1 or init image strength 1 to 0 (same parameter but some guis call it differently, some even call it denoising strength) A prompt strength of 0 or init image strength of 1 will give you the same picture back. It's trained on 512x512 images from a subset of the LAION-5B database. While I am pleased with the "finished" product, it's Nov 1, 2023 · Here are some of the best illustrations I made in Stable Diffusion XL. Paste the image link after "/imagine" and then type your prompt: <IMAGE LINK> watercolors, hot air balloon hovering low over a beautiful ocean. Stable Diffusion is cool! Build Stable Diffusion “from Scratch”. The Stable-Diffusion-v1-5 checkpoint was initialized with the weights of Mar 16, 2024 · You can use ControlNet along with any Stable Diffusion models. Run with an API. This model uses a frozen CLIP ViT-L/14 text encoder to condition the model on text prompts. Inpainting appears in the img2img tab as a seperate sub-tab. For more information about how Stable Diffusion functions, please have a look at 🤗's Stable Diffusion blog. stable_diffusion. 単純に画像やプロンプトを変えるだけでも遊べるので Dec 20, 2023 · Simply download the file and put it in your stable-diffusion-webui folder. Sep 16, 2022 · Best AI Photography Prompts. Img2Img with vintage videogame art. She wears a medieval dress. I said earlier that a prompt needs to be detailed and specific. If you are using any of the popular WebUI stable diffusions (like Automatic1111) you can use Inpainting. 65-0. Parameters Used. Img2img Tutorial for Stable Diffusion. GitHub. 3. FloatTensor], List[PIL. ndarray]) — Image, numpy array or tensor representing an image batch to be used as the starting point. These are examples demonstrating how to do img2img. 5, Stable Diffusion XL (SDXL), and Kandinsky 2. The prompt is a way to guide the diffusion process to the sampling space where it matches. Mar 19, 2024 · Head to the prompt collection, pick an image you like, and steal the prompt! The downside is that you may not understand why it generates high-quality images. Switch to img2img tab by clicking img2img. - huggingface/diffusers Stable Diffusion is cool! Build Stable Diffusion “from Scratch”. Before embarking on the exciting journey of creating GIF animations with the magic of Stable Diffusion, Prompt Travelling, and AnimateDiff, let's make sure we've got the essential extension in order. You can Load these images in ComfyUI to get the full workflow. 27 prompt strength (which is 0. Prompts. Uplaod test1. In this article, I’ll share my personal tips and examples for writing great Stable Diffusion prompts to use with img2img. FloatTensor, PIL. Structured Stable Diffusion courses. Adjust the CFG scale to hinge closely on your prompt. Stable Diffusion is a latent diffusion model conditioned on the (non-pooled) text embeddings of a CLIP ViT-L/14 text encoder. ndarray, List[torch. !pip install -Uq diffusers transformers fastcore import logging from pathlib import Path import matplotlib. 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX. Let’s say you specify prompt 1 at the 1st frame and prompt 2 at the 10th frame. STRENGTH = 0. Sep 27, 2023 · The steps in this workflow are: Build a base prompt. It seems that the image is being mostly (if not completely) ignored, and I’m only getting an image based on the prompt painted over the masked area. Aug 25, 2022 · まとめ. Aug 25, 2022 · はじめに. ) then you'll have an even wider choice. There are some obvious edits that should be made before using this image. The extra Stable Diffusion pipelines. Dec 6, 2022 · Running Stable Diffusion by providing both a prompt and an initial image (a. Learn A111 and ComfyUI step-by-step. (The downside is it can't zoom, so it's not suitable for high resolution/complicated image) Personally I use mspaint to color it roughly, ctrl+a, ctrl+c, then ctrl+v on img2img, generate then copy paste the Step 1, generate initial image. Upload the image to the img2img canvas. Image], or List[np. Fix defects with inpainting. Public. Examples: Returns: [`~pipelines. The denoise controls the amount of noise added to the image. In AUTOMATIC1111 GUI, go to img2img tab and select the img2img sub tab. Prompt examples : Jun 21, 2023 · Stable diffusion techniques with img2img can be applied to a wide range of applications. Jul 29, 2023 · Images on your computer. License. 5 or SDXL. 今回はimg2imgを使用してある程度好みの絵柄になるまで試行錯誤を行った過程を記録したいと思います。. Dec 30, 2022 · It is further up in the code. It generates an image based on the prompt AND an input image. That will make it look like a watercolor painting. Then you can either mask the face and choose inpaint unmasked, or select only the parts you want changed and inpaint masked. Let's dive in deep and learn how to generate beautiful AI Art based on prom Nov 8, 2023 · To initiate the process, simply import your image into the image-to-image box with your desired prompt. ; image (torch. , for 512x512 images, 0. Alternatively, use image collection sites like PlaygroundAI. Details on the training procedure and data, as well as the intended use of the model can be found in the corresponding model card . The most popular image-to-image models are Stable Diffusion v1. Navigate to the "Extensions" tab within Stable Diffusion. MAT outpainting. What’s actually happening inside the model when you supply an input image. Step 4: Enable the outpainting script. When you initialize Stable Diffusion (on your computer or using an online provider), the first feature you will likely notice is a text box titled “Prompt”. You usually need to use prompts when using IMG2IMG. Prompt #2. After successfully loading all the settings, there still are a few settings you need to change yourself, let’s run those down real quick. Click the green “Code” button and select “Download ZIP” to get the files. the initial image. To augment the well-established img2img functionality of Stable Diffusion, we provide a shape-preserving stable diffusion model. Dec 27, 2022 · Well, you need to specify that. ckpt checkpoint was downloaded), run the following: We propose a general method for adapting a single-step diffusion model, such as SD-Turbo, to new tasks and domains through adversarial learning. top3. Choose a model. You can adjust the denoising strength to control how much Stable Diffusion should follow the base image. It does not need to be super detailed. com and looking at the nsfw images, to copy their prompts. One interesting use-case has been for “upscaling” videogame artwork from the 80s and early 90s. If you want it to pay more attention to the prompt, you need to turn the CFG up, and maybe turn the denoising up as well (more denoising means it will be less like the input image). 29 seconds on A6000 and 0. Paintover in Adobe Photoshop. Parameters . Image. 5) OPTIONAL: If the face is too small, use any good upscaler to get it to at least 512 x 512 pixels (I've used Topaz Gigapixel IA, that I own, but you can use Stable Diffusion upscalers) 3) Inside Stable Diffusion, go to the IMG2IMG tab, load the cropped face (upscaled if this is the case), and write your prompt. For the details crop in and run it with a more specific prompt that describes just the bit you want. 73 image strength) Dec 21, 2022 · See Software section for set up instructions. Stable Diffusion is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input. ⦿ Sampling Steps: 40. Here is an example of the settings, showcasing the appearance when scaling the face-swapped image with the 4x-UltraSharp upscaler and scaling it by a factor of 2. all import concat from huggingface_hub import notebook_login from PIL import Image logging. Basic settings (with examples) We will first go through the two most important settings . 3) strength and mask that in, mainly around the seams. The diffusion process was conditioned. すでにやっている人多いと思いますが、まともに手軽に動く手順とノートブックが見つけられなかったので自分でやってみました。. Image 4 is Image 3 but we do that same process one more time. Once you've roughly put the parts together in Photoshop run a Img2Img pass over the whole image at low (0. Below, you'll find our checklist of prerequisites. These prompts help guide the AI model to understand your creative vision better. Upscale the image. In a nutshell, if you and I have every setting exactly the same, use the exact same prompt, same model, etc. float16, ) prompt = "Face of a yellow cat, high resolution, sitting on a park bench" #image and mask The Stable Diffusion 2 repository implemented all the servers in gradio and streamlit model-type is the type of image modification demo to launch For example, to launch the streamlit version of the image upscaler on the model created in the original step (assuming the x4-upscaler-ema. You could also change the model to one specialized in specific "effects", meaning a model trained on other artists' images or paintings (Dreamlike Diffusion 1. The generation parameters, such as the prompt and the negative prompt, should be automatically Sep 22, 2022 · You can make NSFW images In Stable Diffusion using Google Colab Pro or Plus. Create beautiful art using stable diffusion ONLINE for free. This feature is generally known as prompt travel in the Stable Diffusion community. sh (Mac/Linux) file to launch the web interface. Recall that Image-to-image has one conditioning, the text prompt, to steer the image generation. 75). In my case, I've used the Nov 23, 2023 · The integration of Img2Img and stable diffusion allows for customization and adaptation of the diffusion process based on specific goals and requirements. Optional you can make Upscale (first image in this post). In AUTOMATIC1111 GUI, select the Inpunk Diffusion model in the Stable Diffusion checkpoint dropdown menu. Use "Cute grey cats" as your prompt instead. Finally, I made a few alternate facial expressions. SD " img2img " input + prompt. If not defined, you need to pass prompt_embeds. Much like image-to-image, It first encodes the input image into the latent space. In this section, we'll discuss how to optimize stable diffusion for various use cases, such as art restoration, medical imaging, and remote sensing and satellite imagery. t. Select corresponding Inference Job ID, the generated image will present on the right Output session. Img2Img works by loading an image like this example image, converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. Together with the image you can add your description of the desired result by passing prompt and negative prompt. Fix details with inpainting. WARNING Have been playing around with "img2img" and "inpaint" with Stable Diffusion a lot. Openpose is instead much better for txt2img. disable(logging. There are a few ways. This enables us to leverage the internal knowledge of pre-trained diffusion models while achieving efficient inference (e. Complete version available in member section : txt2img tool (members only). This prevents characters from bleeding together. g. You can use it to copy the style, composition, or a face in the reference image. Whenever I do img2img the face is slightly altered. Requirement 1: AnimateDiff Extension. 5. Understanding prompts – Word as vectors, CLIP. By simply replacing all instances linking to the original script with the script that has no safety filters, you can easily achieve generate NSFW images. STEPS = 130. (out of 10 images, only one will be the good one) It will generate an almost new image, in photoshop you extract the new element and place it in the previous image. 0 depth model, in that you run it from the img2img tab, it extracts information from the input image (in this case, CLIP or OpenCLIP embeddings), and feeds those into the model in addition to the text prompt. Stable Diffusion V3 APIs Image2Image API generates an image from an image. 2. Jul 22, 2023 · Use in img2img. Examples: You can use this both with the 🧨Diffusers library and the RunwayML GitHub repository. For example here's my workflow for 2 very different things: Take an image of a friend from their social media drop it into img2imag and hit "Interrogate" that will guess a prompt based on the starter image, in this case it would say something like this: "a man with a hat standing next to a blue car, with a blue sky and clouds by an artist". ss wv yz bk uj ff tp eh kf ax