AI fashion

Every Indian garment is cut differently. So is every generation.

A saree is draped, a lehenga is three garments from one cloth, a kurti is shaped where a kurta is straight. Vastram Studio holds a separate construction profile for each — which is why the generated photo looks like the garment you sell.

  • 8 garment types supported
  • Male, female, boy and girl models
  • Slim, regular and plus

Why does garment type matter in AI fashion photography?

Most AI product-photo tools take a flat-lay of a finished garment and re-photograph it on a model. That works when the garment is a t-shirt. It breaks on Indian fashion, where the same length of cloth becomes a completely different product depending on how it’s cut: a five-metre piece is a saree if it’s draped, a kurta if it’s cut into panels, and a lehenga if it’s split across a panelled skirt, a cropped choli and a lighter dupatta.

Vastram Studio generates from a per-garment construction profile — silhouette, seam layout, border placement, motif handling, drape behaviour and how the fit changes across sizes. The profile is what the generator is actually working from, so the border lands on the hem rather than tiled across the body, and the print matches across the placket rather than resetting at the seam.

Side by side

What changes between garments

The same upload, the same model, the same background — and five genuinely different sets of instructions.

Construction, border placement and generation difficulty compared across five Indian garments
AspectKurtaSareeKurtiLehengaSalwar suit
How it's madeCut and stitched — two panels, shoulder and side seamsDraped — one unstitched length arranged on the bodyCut and stitched — shaped panels with bust dartsMulti-piece — skirt, choli and dupatta from one clothMulti-piece — kameez, churidar and dupatta
Where the border goesPlacket, collar band, cuffs, hemLower edge of the drape, leading pleat edge, pallu endHem and neckline, optionally sleeve endsHeaviest at skirt hem, narrow on dupatta, minimal on choliKameez hem and dupatta long edges; churidar stays plain
Hardest thing to get rightPattern matching across the front placketPleat structure and pallu decoration densityPrint flow across darts and princess seamsPattern matching across every kali seamChoosing a churidar tone that doesn't fight the kameez
Second garment involvedNoneBlouse, in a solid tone from the saree's own paletteNoneCholi and dupatta, at different motif densitiesChuridar in a coordinated solid, plus dupatta

Also supported

Garments without a page of their own

These generate exactly as well — they just don't have enough of a distinct story to justify a separate page.

  • Shirt — a Western tailored shirt with a two-piece collar on a stand, a full button placket, a shoulder yoke and buttoned barrel cuffs. Pattern-matched at the placket, the yoke and the pocket.
  • Trousers — correct front and back rise meeting at a clean crotch seam, straight side and inner-leg seams, pattern running vertically with the leg grain and matched left to right.

Both are selectable in the studio alongside the five garments above. Child sizing is built into every garment profile rather than being a separate attire type.

Start with the garment you sell most of.

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