AI model photos, garment by garment

Every garment fails differently in generic AI try-on — hems drift, prints warp, structure collapses. These guides cover what goes wrong for each garment and how CatalogX keeps it right.

Western wear

T-shirts to tailoring — for Etsy, Amazon, Poshmark, Depop, TikTok Shop and Shopify sellers.

T-ShirtsPrint scale, graphic placement and drape — for print-on-demand and streetwear. DressesSilhouette, hem length and flow — for boutiques and resellers. HoodiesPrints, drawstrings and oversized fits — for weekly drops. JeansWash, whiskering and leg line — for denim resale and brands. SkirtsMini to maxi with the hem length exactly right. Leggings & ActivewearCompression fit, seams and all-over prints intact. Blazers & SuitsShoulder line, lapel roll and structure — formalwear done right. Jackets & OuterwearHardware, panels and volume — denim, leather, bomber, puffer. Any flat lay → modelThe general guide: from flat photo to on-model image in 30 seconds.

South Asian ethnic wear

The garments generic AI gets wrong — our specialty, for diaspora sellers in the US and UK.

Sarees (US)Pallu, pleats and border fidelity without a studio. Kurtis (US)Fall, fit and hem-length accuracy for US marketplace listings. Ethnic Wear (UK)Sarees, lehengas, kurtis and sherwanis for UK South Asian sellers.

Try it with your own garment

5 free generations, no credit card. Upload a flat photo and see the on-model result in 30 seconds.

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