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.