Think of img2img as a prompt on steroids. Step 1: Find an image that has the concept you like. Maybe a pretty woman naked on her knees. It doesn't even have to be a real female, a decent anime pic will do. Step 2: After loading it into the img2img section, create a prompt that guides the SD to what you want, i.e. how that female should look. Step3: Change CFG 3.5 and Denoising strength .65 you do this to get different sometimes amazing results. Step4: Make 50 images and cross your fingers. To further clarify this greatness of this, you can also use img2img to turn anime pics you like to REAL ones if you use a model like uber porn from civit... website. This is especially useful because often anime type pics can do things you couldn't get real people to do voluntarily. lol Note that while I'm pron centric, this advice works for artsy froufrou creations as well. Answer from CRedIt2017 on reddit.com
Stable Diffusion Art
stable-diffusion-art.com › home › tutorial › how to use img2img in stable diffusion
How to use img2img in Stable Diffusion - Stable Diffusion Art
February 20, 2025 - Not a born-artist? Stable Diffusion can help. Img2img (image-to-image) can improve your drawing while keeping the color and composition.
Remaker AI
remaker.ai › stable-diffusion-img2img
Stable Diffusion Img2Img
Stable Diffusion Img2Img is a deep learning model designed to generate images from text descriptions. It utilizes a diffusion-denoising mechanism for image translation based on text prompts.
Videos
Next Diffusion
nextdiffusion.ai › tutorials › transform-images-into-stunning-ai-art-with-stable-diffusion
How to Use img2img in Stable Diffusion (A1111) - Next Diffusion
This blog post serves as a comprehensive step-by-step guide on how to utilize the img2img feature in Stable Diffusion, turning your creative visions into reality.
Hugging Face
huggingface.co › docs › diffusers › en › api › pipelines › stable_diffusion › img2img
Image-to-image
>>> import requests >>> import torch >>> from PIL import Image >>> from io import BytesIO >>> from diffusers import StableDiffusionImg2ImgPipeline >>> device = "cuda" >>> model_id_or_path = "stable-diffusion-v1-5/stable-diffusion-v1-5" >>> pipe = StableDiffusionImg2ImgPipeline.from_pretrained(model_id_or_path, torch_dtype=torch.float16) >>> pipe = pipe.to(device) >>> url = "https://raw.githubusercontent.com/CompVis/stable-diffusion/main/assets/stable-samples/img2img/sketch-mountains-input.jpg" >>> response = requests.get(url) >>> init_image = Image.open(BytesIO(response.content)).convert("RGB") >>> init_image = init_image.resize((768, 512)) >>> prompt = "A fantasy landscape, trending on artstation" >>> images = pipe(prompt=prompt, image=init_image, strength=0.75, guidance_scale=7.5).images >>> images[0].save("fantasy_landscape.png")
Chris McCormick
mccormickml.com › 2022 › 12 › 06 › how-img2img-works
How img2img Diffusion Works · Chris McCormick
Running Stable Diffusion by providing both a prompt and an initial image (a.k.a.”img2img” diffusion) can be a powerful technique for creating AI art.
Replicate
replicate.com › stability-ai › stable-diffusion-img2img
stability-ai/stable-diffusion-img2img | Run with an API on Replicate
Model Description: This is a model that can be used to modify images based on a text prompt and an initial image. It is a Latent Diffusion Model that uses a fixed, pretrained text encoder (OpenCLIP-ViT/H). Resources for more information: GitHub ...
Aiarty
aiarty.com › stable-diffusion-guide › stable-diffusion-img2img.htm
Stable Diffusion Img2Img (Image to Image): Beginner's Guide 2025
Want to go beyond generating images from scratch? Stable Diffusion's Img2Img (Image-to-Image) feature is your key to create AI art from the existing image.
Hugging Face
huggingface.co › spaces › fffiloni › stable-diffusion-img2img
Stable Diffusion Img2img CPU - a Hugging Face Space by fffiloni
Upload an image and provide a text prompt to generate a modified version of the image. The app uses the prompt to guide the transformation, allowing you to adjust settings like guidance scale, iter...
Reddit
reddit.com › r/stablediffusion › what is img2img option and what can i do with it?
r/StableDiffusion on Reddit: What is img2img Option and What Can I Do With It?
October 14, 2022 -
So I've kind of gotten the hand at using Stable Diffusion properly, been testing the waters with some sci fi stuff and just backgrounds.
But now I am interested in this img2img portion of it. I assume it would change or at least alter images that I put into the paste section and use my prompts as the catalytic changes? However, the first time I tried it, it did nothing but give me random images so I do not know if I did something wrong or not.
How does it work and what does it actually do? Because I am really intrigued and would like to play around with images I already have.
Top answer 1 of 3
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Think of img2img as a prompt on steroids. Step 1: Find an image that has the concept you like. Maybe a pretty woman naked on her knees. It doesn't even have to be a real female, a decent anime pic will do. Step 2: After loading it into the img2img section, create a prompt that guides the SD to what you want, i.e. how that female should look. Step3: Change CFG 3.5 and Denoising strength .65 you do this to get different sometimes amazing results. Step4: Make 50 images and cross your fingers. To further clarify this greatness of this, you can also use img2img to turn anime pics you like to REAL ones if you use a model like uber porn from civit... website. This is especially useful because often anime type pics can do things you couldn't get real people to do voluntarily. lol Note that while I'm pron centric, this advice works for artsy froufrou creations as well.
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When you make an image out of random latent noise it starts with something like this: But with img2img it starts by making the noise from the picture you supplied so the end result is more controlled by your starting image. You can control how much freedom it has with the denoise strength on the sampler, the lower the denoise the closer the end result will be to the starting image.
GitHub
github.com › CompVis › stable-diffusion › blob › main › scripts › img2img.py
stable-diffusion/scripts/img2img.py at main · CompVis/stable-diffusion
A latent text-to-image diffusion model. Contribute to CompVis/stable-diffusion development by creating an account on GitHub.
Author CompVis
Stable Diffusion 3
stablediffusion3.net › blog-stable-diffusion-img2img-everything-you-need-to-know-in-one-place-41563
Stable Diffusion IMG2IMG: EVERYTHING you need to know IN ONE PLACE!
TLDRThis video tutorial offers a comprehensive guide to the 'image to image' tool in Stable Diffusion, a powerful feature for creating new images or modifying existing ones. It covers essential settings like resize mode and denoising strength, and demonstrates how to refine images with prompts.
YouTube
youtube.com › sebastian kamph
Img2img Tutorial for Stable Diffusion. - YouTube
In this guide for Stable diffusion we'll go through the features in Img2img, including Sketch, Inpainting, Sketch inpaint and more. Prompt styles here:https:...
Published June 30, 2023 Views 187K
Segmind
segmind.com › models › sd1.5-img2img
Stable Diffusion img2img Serverless API
Convert, enhance, and optimize images with advanced image-to-image conversion capabilities of generative AI.\nSegmind’s Stable Diffusion 1.5 Img2Img Serverless API offers fastest deployment for Stable Diffusion 1.5 Img2Img inferences
PC Guide
pcguide.com › apps › how-to-use-stable-diffusion-img2img
How to use Stable Diffusion Img2Img - PC Guide
April 12, 2023 - In this guide, we'll be covering how to use Stable Diffusion Img2Img. It's a technique that creates images using other pictures as reference.
Reddit
reddit.com › r/stablediffusion › stable diffusion img2img + anything v-3.0 tutorial (my workflow)
r/StableDiffusion on Reddit: Stable Diffusion Img2Img + Anything V-3.0 Tutorial (My Workflow)
December 22, 2022 - ... My new script: If I press the ... ... img2img is now available in Stable Diffusion UI (a simple way to install and use on your own computer, with a browser-based UI)....
YouTube
youtube.com › incite ai
Stable Diffusion IMG2IMG: EVERYTHING you need to know IN ONE PLACE! - YouTube
Img2img, inpainting, inpainting sketch, even inpainting upload, I cover all the basics in todays video. Follow along this beginner friendly guide and learn e...
Published August 20, 2023 Views 100K
MimicPC
mimicpc.com › learn › img2img-in-stable-diffusion
MimicPC - Img2Img in Stable Diffusion: A Comprehensive Guide and Performance Tips
This is the most valuable feature in Img2Img mode, in my opinion， because we can use it to create interesting effects like changing faces, clothes, or backgrounds. For example, if I select the girl’s clothes and provide a new description, I’ll get an image of the girl wearing different clothes, while everything else in the image stays the same. While Stable Diffusion’s Img2Img feature is incredibly versatile, it can sometimes be slow, especially when working with complex images or high-resolution outputs.
GitHub
github.com › AUTOMATIC1111 › stable-diffusion-webui › discussions › 13773
How to use img2img? · AUTOMATIC1111/stable-diffusion-webui · Discussion #13773
Hi, Im trying to use img2img, how i can use this? I put an image in the field, type a prompt and it generate an image without mine. What im doing wrong? Thanks.
Author AUTOMATIC1111
YouTube
youtube.com › watch
Stable Diffusion img2img guide - YouTube
In this video tutorial, Sebastian Kamph walks you through using the img2img feature in Stable Diffusion inside ThinkDiffusion to transform a base image into ...
Published August 6, 2024
Anakin.ai
anakin.ai › apps › stable-diffusion-img-2-img-online-img-2-img-ai-19368
Stable Diffusion img2img Online | img2img AI | Free AI tool | Anakin.ai
Img2img in the context of Stable Diffusion refers to the model's ability to convert one image into another based on textual prompts. It essentially takes an input image and transforms it into an output image while following the provided guidance.