Virtual Try On API: Add AI Outfit Swap to Any App or Website

Built for fashion e-commerce, POD sellers, and developers, our virtual try-on API transforms garment photos into high-fidelity, realistic try-on images in seconds. Simply upload your apparel, select a model, and let Fitroom handle the rest.

Pay as you go

$

$ per credit

Pay only once.

Credit available forever

Subscription

$

monthly

$ per credit

Cancel anytime.

Unused credits roll over as long as you're subscribed

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Custom for your need

Scalable pricing with volume based discounts

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Trusted by seller & fashionista

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API Request Costs Breakdown

Credit cost per 1 API call

AI try-on clothes

Virtual try-on for any outfit—instantly.

1 Credit

Available

Clothes checker

Analyzes clothing type and quality

0.5 Credit

Available

Model checker

Check pose, lighting, and image quality

0.5 Credit

Available

Clothes classifier

Auto-tag clothes by category, occasion, style...

0.5 Credit

Available

AI fashion model generation

Create fashion models in any style or shape.

Coming soon

AI enhancer

Sharpen and clean up fashion images fast.

Coming soon

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Coming soon

Fitroom Virtual Try-On API: The Professional Solution for Fashion & POD

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Realistic Clothing Simulation

FitRoom's AI renders garments with accurate texture, drape, and fit working directly from flatlay, hanger, ghost mannequin, or product photos. Supports upper body, lower body, full-body, and combo try-on (top + bottom simultaneously). Output up to 2048px resolution, ready for product pages and marketing assets.

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Integrate in Minutes, Scale Without Limits

A simple REST API with X-API-KEY authentication. The API works with Python, JavaScript, PHP, or any language that makes HTTP requests. Plug into Shopify, WooCommerce, Magento, or your custom stack. Built-in image validation endpoints help catch bad inputs before they waste credits. From prototype to production, most developers go live within a day.

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From Mockups to On-Model Images, Bulk Creation

Whether you run a fashion e-commerce store, a print-on-demand business, or a photo editing app — FitRoom API turns clothing photos into on-model visuals without a photoshoot. POD sellers can generate on-model images for every SKU directly from mockups. Fashion retailers can reduce return rates by letting shoppers visualize fit before buying. Build it once, run it for thousands of products.

FAQs