Virtual Try-On — WTF Video Engine

Garment in. Model wearing it out.

Upload a flat garment image and a model reference — the engine renders the model wearing the item with realistic fabric drape, lighting, and wrinkle detail. No fitting session, no studio day.

Realistic drapeAny body typeFashion PDP ready

No credit card to start · 200+ premium models · India-first pricing

Three steps. Done.

Upload the garment
Drop in a flat product shot or a ghost-mannequin image of the garment. The engine reads the cut, fabric texture, and print detail automatically.
Set the model reference
Provide a model reference image — or use a prompt to describe the model type, pose, and setting. The engine renders the garment on the model with realistic drape and shadow.
Download fashion-ready
Get a model-on-garment image with realistic fabric physics and professional lighting — ready for your fashion PDP, paid ad, or lookbook without a physical fitting.

Built to perform.

Realistic drape and fabric physics

The engine simulates how the garment hangs, folds, and wrinkles on a real body — no stiff flat-lay feel. Fabric texture, stitching, and print are preserved through the render.

Any garment type, flat or ghost-mannequin

Upload a flat lay, a ghost-mannequin studio shot, or a hanger image. The engine extracts the garment geometry regardless of how it was photographed.

Flexible model input

Provide a model reference image or describe the model in a prompt — body type, skin tone, pose, setting. The engine renders the garment appropriately for the specified body.

Fashion PDP and lookbook ready

Outputs are sized and lit for fashion product pages, paid ads, and lookbook layouts. No retouching queue, no fitting day — go from garment to model image in minutes.

Performance outcomes are illustrative. Actual results vary by brand, category, and ad spend.

Start free. Scale when it works.

Free

₹0 · हमेशा मुफ़्त

15 generations / day

Explore every format with no credit card required.

Creator

$9/ mo

₹499 / माह

150 generations / month

For solo creators shipping regular ad content.

Studio

$29/ mo

₹1,499 / माह

600 generations / month

For growing brands that need volume and the Brand Brain.

Agency

$79/ mo

₹3,999 / माह

2,000 generations / month

For agencies managing multiple brand accounts.

Prices shown in USD. Indian ₹ tiers, UPI, and plan comparison on /pricing.

Questions, answered.

Tops, hoodies, jackets, t-shirts, and most upper-body garments work well. Full-body garments (trousers, dresses, full outfits) have variable results depending on the model and garment complexity.

A flat-lay, ghost-mannequin, or hanger product shot works best. The garment should be clearly visible with the full silhouette captured. The engine handles the garment extraction automatically.

You can either upload a model reference image or describe the desired model in a text prompt. Both approaches work — the reference image gives more precise results when you need a specific look.

Yes — the model reference or prompt controls the body type. Generate the same garment across a range of model types to show fit diversity for your product page without multiple fitting sessions.

Yes. The engine reads the original garment's fabric texture, weave, colour, and print and preserves them through the rendering. Logos and graphic prints are maintained in the output.

Yes. All outputs are cleared for commercial use. You retain full ownership of every image you produce through WTF Video Engine.

Yes — every plan is available in ₹ with UPI support. Plans start at ₹499/month for Creator and ₹1,499/month for Studio. The free tier (15 generations/day) requires no payment method.