Try clothes on online, using a photo of yourself

No avatar to build, no measurements to type in, no 3D scan. One ordinary photo of you is enough for an AI model to put any garment on your body. What decides whether the result is convincing is almost entirely which photo you pick — so this page is mostly about that.

Last updated 16 August 2026 · 8 min read

Why one photo is enough

Earlier virtual fitting rooms asked for your height, weight and measurements, then built a mannequin that looked nothing like you. Generative image models skip that entirely: they read pose, proportion and lighting straight off the photograph and redraw the garment into that scene. The photo is the body model.

The consequence is a straight trade. You do far less setup — one upload, once — but the photo you upload has to carry all the information the system gets about you. A great photo makes a mediocre app look good. A bad photo makes the best model on the market produce something strange.

What a good photo looks like

Framing	Head to feet for coats, dresses and full outfits. Head to hips is acceptable for tops.
Pose	Standing, facing the camera, arms a little away from your sides. Hands visible, not in pockets.
What you're wearing	Fitted and plain — a t-shirt and jeans is the ideal. Your outline needs to be readable.
Light	Even and soft. Shade outdoors, or facing a window indoors.
Background	Plain wall, door, or anything uncluttered. Fewer objects, fewer artefacts.
Camera	Roughly chest height, phone held level. Shooting up from your knees distorts proportions.
Resolution	Anything a modern phone produces. Don't send a screenshot of a screenshot.

The photos that ruin a try-on

• The cropped selfie. Chest up, arm extended. There is no body in the frame to dress.
• The big coat. A puffer jacket adds fifteen centimetres of nothing to your silhouette, and the model treats that as you.
• Harsh sun. Half your body blown out, half in shadow. The rendered fabric can't reconcile the two.
• The group photo. Two people in frame, and the garment may land on the wrong one.
• Extreme angles. Shot from below or above, or a heavy lean. Proportions go with it.
• Motion blur. A soft edge on your shoulder becomes a soft edge on the collar.
• Heavy filters. Skin smoothing and strong colour grading fight the lighting match.

Building a small set of photos

One photo works. Three works better, because different garments need different framing:

• Full body, plain background — the workhorse. Coats, dresses, trousers, full outfits.
• Waist up — tops, shirts, knitwear. More pixels on the part that matters.
• Something with different lighting — warm indoor light, for garments photographed in warm light.

Hoilo keeps these in My photos, with one active at a time; every try-on uses the active one, and you can re-run the same garment against a different photo without re-uploading anything.

The other half: the garment photo

The garment image matters roughly as much, and it is easier to get right:

• One item per photo. A rail of five coats forces the model to guess.
• Flat product shots work. Shots on a model work too. Both are fine — the model isolates the garment either way.
• Hang it straight if you're photographing it yourself. Square-on, filling the frame, not bunched on a shelf.
• Front view beats a detail crop. A close-up of a sleeve doesn't describe the garment.
• Product links are usually best. An app that pulls the image from the product page gets the retailer's own clean studio shot.

Why your try-on came out wrong

Garment landed oddly on your body	Your photo is angled, cropped, or your shape is hidden under bulky clothing. Swap the photo.
Wrong item appeared	The garment photo contained more than one product. Crop it to just the item.
Colour is off	Your photo's lighting is strongly tinted. Try a neutrally lit shot.
Hands or fine detail look mangled	Known weak spot of image models. Re-run it — a second attempt usually cleans up.
Face changed	Low-resolution or blurry source photo. Use a sharper one.
It just looks flat	Regenerate. Output varies between runs on identical inputs.

Which shops it works with

This depends entirely on the app's architecture, and it is the question worth asking before you install anything.

Apps built on retailer integrations put a try-on button on partner product pages. Great when you're on one of those pages; useless everywhere else — which is most of the internet, all of the second-hand market, and every physical shop.

Apps built on product photos work anywhere there is an image: any online shop, any brand, Vinted and eBay listings, a screenshot a friend sent you, or a garment you photographed on a rack five minutes ago. Hoilo is the second kind — it has no partner list because it doesn't need one.