AI Outfit Generator: Plan Outfits From Your Own Clothes

An AI outfit generator for your own clothes takes a photo of you and a photo of each garment, then shows you wearing it. In Toybox AI that job belongs to Clothing Try-On: you upload a "Person" photo and a "Clothing" photo and get one image of that piece on you, which you can chain into a full outfit. For an outfit you can describe but don't own, Smart Editor dresses your photo from a sentence on a Pro plan.

What you can make with an AI outfit generator

Each idea below needs only your own photo plus a picture of the garment:

• A closet combination you haven't tried. Take your person photo in the trousers you wear most, then add the sweater that never leaves the shelf as the garment. You see the two together without changing clothes.
• A store piece with clothes you own. Save the product image of a blazer from a shop's website and put it over the jeans and T-shirt in your photo, to see it with your real wardrobe instead of the store's styling.
• A secondhand find before you pay. Photograph a jacket on its hanger at a thrift or consignment shop, then preview it on you at home before you go back for it.
• An event outfit in layers. For a wedding, run the dress first and the cardigan you'd bring for the evening second, and judge the pair as one look.
• Coordinated outfits for a group photo. In a family photo, dress one person per run and use "Notes" to say who, such as "the man in the middle".
• A costume or theme look. Try the costume pieces you already own, or start from the AI Halloween costume ideas for complete looks.
• A color you don't own. To see your own shirt in another color, recolor it by instruction instead: recoloring a shirt in a photo covers the wording and the free editors.

Photograph your clothes for an AI outfit generator

Shoot your own clothes the way stores shoot theirs for Google's try-on. Google's merchant rules make a practical checklist for an outfit generator with pictures of your own closet:

• One piece per photo. Only the garment you want, with nothing overlapping it. Clothing Try-On takes one garment image per run anyway.
• The whole garment. Collar to hem, both sleeves, nothing cut off at the edges.
• Front on. Lay the piece flat on a bed or clean floor and smooth out deep creases, or have someone wear it facing you with arms down. On a hanger, hang it from a bare door so nothing else is in the frame.
• Details in view. No hands, straps or necklaces over the buttons, pockets or print.
• Tops as they're worn. Sleeves rolled down, hood down, zipper closed, untucked.
• Full size. Google's floor for store images is 512 x 512 pixels, and it prefers 1024 or more. Upload the original photo, not a small copy saved from a chat.

Keep these photos in one album on your phone named "closet". That album is your wardrobe list, and each photo is ready to upload the next time you plan an outfit.

Build a full outfit one piece at a time

Clothing Try-On dresses you in one garment per run, so a whole outfit is a short chain of runs. Start from the layer closest to your body and work outward:

1. Take one full-length photo of you, standing, in fitted clothes, by a window in daytime, in front of a bare wall.
2. Run the top: your photo under "Person", the shirt or sweater under "Clothing".
3. Download that result and upload it as the new "Person" photo, with the pants or skirt under "Clothing".
4. Repeat for the outer layer, such as a jacket or coat.
5. Before adding the next piece, look again at the ones already on: the collar, hem, sleeves and any print or lettering should still match your garment photos.

Each run is a separate try-on, so the cost adds up: a top, bottom and jacket come to 225 credits, about $2.25 at top-up prices. If one step comes out wrong, redo only that step from the previous result instead of starting over.

AI outfit generator prompts for the Notes box

Clothing Try-On has one text box, "Notes" (under "More options", up to 500 characters), for saying which person or piece to use. These lines are written for it:

Use only the olive bomber jacket from the clothing photo, worn open over my white T-shirt. Leave my jeans and sneakers unchanged.

The clothing photo shows a full outfit on a model. Use only the cream cable-knit sweater and ignore the pants and shoes.

Put the pleated navy midi skirt on me and keep my striped top tucked in at the waist.

Dress the man in the middle of the group photo in the red plaid flannel shirt. Leave the other three people and their clothes unchanged.

A note steers the try-on but doesn't lock it, so read each result against what you typed. If the tuck, the open jacket or the chosen person comes out wrong, run that step again with the note shortened to one instruction.

Generate an outfit you describe instead

When you have an occasion in mind but no garment photo, describe the whole outfit and let Smart Editor put it on your photo. It takes one photo and a plain instruction in "What should change?", needs a Pro plan, and an HD edit currently costs 85 credits. A useful instruction names the occasion, each piece with its color and fabric, and what has to stay unchanged, for example "Dress me for a summer backyard barbecue: a white linen short-sleeve shirt, navy chino shorts and tan canvas sneakers. Keep my face, hair, pose and the background the same."

The result is an idea, not a garment you can buy, and every Smart Editor edit redraws the full image, so look closely at your face and hands next to the original. Once you find a real piece like the one in the picture, save its product photo and try it on in Clothing Try-On. For more outfit wording by occasion, read how to change clothes in a photo.

Tips for better outfit previews

• One base photo for every outfit. Reuse the same person photo so the only thing that changes between previews is the clothes.
• A fitted base outfit. A close-fitting T-shirt and slim pants show your shape; a loose hoodie hides it. Google's try-on advice warns that baggy clothes can distort the result.
• Match the garment's angle. Pair a front-facing garment photo with a front-facing photo of you. A jacket shot from the side hides the buttons and lapels you want to see.
• Name the piece when the photo is busy. Store images often show a full outfit. Say in Notes which item you want, or crop the photo to that item first.
• Wear the shoes you'd wear. Trouser length and skirt length read differently over sneakers and heels, so put the right pair on for the base photo.

Limits to know

• One garment per run. Clothing Try-On can't take a whole outfit at once. Chain the runs as described, and budget 75 credits per piece.
• The look, not the fit. A try-on image has no measurements, and Google says the same about its own try-on: the image doesn't determine or guarantee fit. Measure a similar piece from your closet flat and check it against the brand's size chart, as the guide to seeing clothes on you before you buy shows.
• Try-on only. Clothing Try-On swaps garments and nothing else. Hair, background and color changes belong in Smart Editor, which needs a Pro plan.
• No wardrobe or suggestions. Clothing Try-On doesn't store your closet or pick outfits; you choose the pieces, and your phone's "closet" album does the storing. Google Photos wardrobe, still rolling out in three countries, is the option that builds a closet from your photo library.
• Not the free option for store items. For clothes listed on Google, Google's own "Try it on" button costs nothing. The comparison of Google's try-on with AI apps covers which to use when.

How to generate an outfit in Clothing Try-On

1. Open Clothing Try-On in any browser and sign in with a free account.
2. Add your head-to-toe photo under "Person" (JPG or PNG, up to 10 MB). From the second piece on, use the previous result.
3. Under "Clothing", add one garment photo from your closet album or a store's product image.
4. When the person photo is a group shot or the clothing photo is a full outfit, open "More options" and name the one you want in "Notes".
5. Tap "Try it on". Image tools usually take about 30 seconds.
6. Check the result, then save it to your gallery or download the PNG before starting the next piece. Unsaved results stay for 24 hours.

On the Free plan, each Clothing Try-On run currently costs 75 credits. New accounts start with 20 free credits, which is short of one run, and top-ups start at $4.99 for 500 credits (see pricing).