Virtual Try On Head Accessories with AI
The head accessory try on puts a hat, a cap, or a beanie on a photo of a real head. That is the hard part of headwear: the piece has to fit the skull, sit right against the hairstyle, and follow the perspective of the face, and the AI handles all three from a single model photo and a single product image. Customers see the fit and the style before buying; brands show every colorway worn without a single shoot.
- 1Upload your model
- 2Upload your head accessory
- 3Try the whole rack
This demo was recorded in our previous interface — an updated video of the new studio is on its way.
How it works
Upload your model
A photo of you, or a photo of a fashion model, with the head clearly visible. The angle of the head is what the AI works from, so a straight portrait gives a straight fit and a three quarter view gives a three quarter fit.

Upload your head accessory
A hat, a beanie, or a cap, in good enough resolution that logos and stitching survive the pass. Embroidered marks on a cap front are usually the whole product; a sharp product photo keeps them legible in the result.

Try the whole rack
If you are a brand, one favorite model photo can wear every accessory you make. The hairstyle adapts to each piece: a beanie compresses the hair, a wide brim shades the face, a cap sits above the ears, and the AI renders each behaviour rather than pasting the product on top.

From one photo to a headwear line
The try on lives in the same studio as the clothing passes, so a model can get a full outfit and the matching cap in two runs, and a product line can be shown worn end to end. If you have no model photo, generate one first.
Frequently asked questions
What photo of the head works best?+
Any clear photo where the head is fully visible, hair included. The AI adapts the headwear to the hairstyle and the angle it sees; a photo with the head partly cropped gives it nothing to fit the piece to.
Will the logo on my cap stay readable?+
Yes, if the product image you upload is sharp enough to read it. Resolution in equals resolution out: a crisp front on view of the cap is the best input for logo pieces.
Does it handle hats, beanies, and caps differently?+
Yes. The AI renders how each type actually sits: the crown and brim of a hat, the stretch of a beanie over the hair, the curve of a cap. It is a fit, not a sticker.
Where do I run it and what do the results cost?+
It runs in the browser in the try on studio, with free credits at signup. Results land in your studio grid, and commercial use is allowed on paid plans.
Try it yourself
Everything on this page was made in the studio. Your first designs are minutes away.
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