AI Outfit Generator

An AI outfit generator turns a description of a look into a picture of it. You say what the occasion is, what mood you want, which pieces and colors you have in mind, and the model shows you a complete outfit on a person, styled and lit the way a lookbook would be.

On Mage, outfit generation happens in the prompt bar with an image model such as Mango 3. Write the look, pick an aspect ratio, and generate as many variations as you like. Because Mango 3 works with saved characters and references, you can keep the same model in every look of a series instead of meeting a new stranger in each picture.

A generated look is a starting point. When you find one you like, you can put it on a real photo of yourself with Outfit Swap, see it from another angle, or turn it into a character sheet. To change the outfit on a photo you already have, see the AI clothes changer.

Describe an outfit the way a stylist would read it out: from the top down, piece by piece, with the fabric and the fit. "An oversized camel wool coat over a cream turtleneck, wide-leg charcoal trousers, chunky black loafers, a small gold hoop in each ear" gives the model far more to work with than "a smart winter outfit".

Then set the scene. The occasion, the setting and the light change how a look reads: the same suit says something different on a rainy street at night and on a sunlit terrace. Ask for a full-length shot and a plain backdrop when you want to judge the outfit itself, and a styled location when you want a mood board image.

• List pieces top to bottom: outerwear, top, bottom, shoes, accessories
• Name fabric and fit: wool, linen, denim; oversized, tailored, cropped
• Give colors as shades: camel, charcoal, sage, oxblood
• Ask for a full-length shot on a plain backdrop to judge the outfit
• Use a 4:5 or 9:16 aspect ratio for full-body looks

A lookbook works when the person stays the same and only the clothes change. Save a character on Mage from one clear portrait, then mention it in the prompt as @handle. Mango 3, Mango 3 Turbo, Guava and Nano Banana 2.1 all accept characters, so the face and build carry from one look to the next.

You can save garments too: an outfit reference is mentioned by @handle in the same way, so a signature jacket can appear in every look of a series. For a full turnaround of one look, front, side and back, run the result through the Character Sheet app. For consistent people in general, see the AI character generator.

Once a look works, you can see it on yourself. Save the generated outfit image, open Outfit Swap with a photo of you, and use the generated look as the outfit reference. The AI virtual try-on guide covers how to take a photo that swaps cleanly.

To finish a look for a deck or a post, Relight can move the light to match a brand mood, Angles can show the outfit from another side, and Image Enhancer can upscale the final image to 2K, 4K or 6K.