A Virtual Wardrobe: Editing With Natural Language with InstructPix2Pix


CogniWerk Editor

Date: 17.10.2023

Are you tired of using photo editing software that requires hours of meticulous work? Well, get ready to say goodbye to those days, because InstructPix2Pix is here to revolutionize the world of image editing! In the video of this blogpost, I will show you how to use InstructPix2Pix to change your appearance in just one prompt-based command!

What Is The Difference Between InstructPix2Pix And Other Common Diffusion Models?

InstructPix2Pix is a cutting-edge diffusion model that allows you to edit images with natural language prompts. This means that you can simply give the model instructions on what changes you want to make to your image, and let it do the rest.

Gone are the days of painstakingly masking and inpainting images - InstructPix2Pix does it all for you in a matter of seconds. Developed by Tim Brooks, Aleksander Holynski, and Alexei A. Efros, InstructPix2Pix is a variation of Stable Diffusion, designed specifically for image editing.

With InstructPix2Pix, you can create compelling image edits for a diverse range of input images and written instructions. Whether you want to add a hat to a person's head or change the color of a car, InstructPix2Pix has got you covered.

Give Commands And Get Results

The secret to InstructPix2Pix's success lies in its large transformer-based text encoder, an autoencoder network that encodes images to latent space, and a UNet model that works in the latent space to predict the noise. And the best part? Once you fine-tune the model, you can use it on a wide range of images for inference.

So, what are you waiting for? With InstructPix2Pix, you can take your image editing skills to the next level. Say goodbye to tedious and time-consuming photo editing, and hello to fast and effortless image editing with natural language prompts.