Clothing Photo to Model — Put Any Garment Photo on an AI Model

The Problem

Most sellers don't get to choose their source photo. Resellers inherit supplier images, boutiques have a mannequin and a phone, thrift and vintage sellers shoot on hangers. Tools that demand a studio-grade flat-lay exclude exactly the sellers who need on-model photos most.

CatalogX accepts the photo you actually have. Tags, pins and hangers are removed automatically, the garment is measured from whatever angle the source gives, and the output is checked against it — so a supplier photo of a wrap dress comes back as that wrap dress on a model, not a lookalike.

How the CatalogX Workflow Works

Upload your garment photo

A flat-lay, hanger, mannequin or supplier photo all work. CatalogX measures the garment's proportions from your photo before generating anything — hem length, sleeve length, neckline — and anchors the result to those measurements.

Choose the model and scene

40+ AI models across skin tones and body types, 50+ backgrounds, pose control — or train a custom model so your whole catalog shares one consistent face.

Generate, with the output checked

Each render is reviewed against your original photo. The model is generated. Your product isn't — the garment's color, print and construction come from your pixels, not from a prompt's imagination.

Export for your channel

Download in marketplace-ready sizes, run a whole collection through Projects with original SKU filenames preserved and a manifest.csv, or automate everything over the API.

Every source photo type, handled

Your photo	What CatalogX does with it
Flat-lay	The ideal input — measured directly, proportions anchored
Hanger shot	Hanger removed, drape read from the hang of the fabric
Mannequin	Mannequin replaced by a chosen AI model; fit carried over. Faces in source photos are anonymised on upload
Supplier / stock photo	Tags, watermarks and busy backdrops handled; your listing stops looking like everyone else's
Photo on a person	Model Swap keeps the entire photo and replaces only the person — same light, same pose

What You Get

Four input types

Flat-lay, hanger, mannequin and supplier photos are all first-class inputs.

Model Swap

Already have a photo on a person? Keep the photo, replace only the model.

Automatic cleanup

Tags, pins and hangers removed; white-balance corrected before analysis.

Garment-fidelity review

Output checked against your source; drift triggers a targeted re-shoot.

Consistent catalog model

Use the same AI model across every SKU — or train a custom house model.

Marketplace export

Sized and formatted for Amazon, Etsy and Shopify requirements at download.

Simple USD Pricing

Free

5 credits on signup — no card

Starter

$9.99/mo

30 images/month

Pro

$19.99/mo

100 images/month

Business

$49.99/mo

300 images, 4K, API

Agency

$149.99/mo

1,000 images/month

One credit = one generated image. Every plan is also a one-time pack at the same price — no subscription required. Unused credits roll over. Commercial use and no watermarks on every plan, free included. Full pricing & plan comparison →

Honest Limitations

Output quality is anchored to your photo

A sharp, straight-on, full-length source photo produces a sharp result. If the hem is cropped out of your photo, the AI has to guess where it lands — so don't crop it.

Back views need a back photo

CatalogX will not invent the back of your garment. Upload a back photo and you get a real back view; without one, back poses stay unavailable by design.

It reproduces your product, it doesn't restyle it

CatalogX is built for accuracy, not fantasy: it won't redesign a garment, change its cut or 'improve' the print. If you want a different product, photograph a different product.

Review before you publish

Automated review catches most defects, but marketplaces hold you responsible for images matching what ships — give every image a human look before it goes live.

Frequently Asked Questions

Can I use my supplier's photo as the input?

Yes, if you have the right to use it commercially. CatalogX turns it into an original on-model image of the garment, which also stops your listing carrying the identical stock photo as every other reseller.

What if my photo already has a model in it?

Use Model Swap — it holds the photo constant and replaces only the person, keeping the original lighting, pose and garment pixels.

Does it work from a mannequin photo?

Yes. The mannequin is replaced with your chosen AI model, and the fit the mannequin shows is carried onto the model. You can also go the other way and produce ghost-mannequin shots.

How much does CatalogX cost?

Every new account gets 5 free generations — no credit card. Paid plans are $9.99/month (Starter, 30 credits), $19.99/month (Pro, 100 credits), $49.99/month (Business, 300 credits with 4K output and API access) and $149.99/month (Agency, 1,000 credits). Each is also available as a one-time purchase at the same price, and one credit is one generated image. Commercial use is included on every plan, free included — no watermarks.

Any Clothing Photo, On a Model in 30 Seconds