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Ghost Mannequin Tool

White Background Photos for Clothing

Upload a mannequin, hanger, flat lay or worn photo and get a new AI-generated product image on white, centered with the same padding every time. The AI redraws the garment, so check color, print and details before you publish.

Standard · 2 credits per generation

2K source for finer fabric and print detail. Check each result against your garment.

Download: 2048 px on the short edge.

  1. Photo
  2. Settings
  3. Result

Works best

  • One garment, fully in frame
  • Straight-on, evenly lit
  • Plain background

Avoid

  • Cropped hems or sleeves
  • Busy backgrounds or several garments
What does your photo show?
View
Extra photos (optional)

More photos of the same garment help the AI get hidden details right. They don't cost extra.

Inside of the collarShows the real neck label, or that there is none
Another angleBack or side, for details the main photo hides
Background
Aspect ratio
Padding

Next generation settings

Framing reference only. These settings apply to the next generation and do not edit the current result.

Output: 2048 × 2048 px · JPG

Sign in with email or Google. New accounts can try 1 Standard image (2 trial credits). Watermarked preview; unlock this already-generated image for $0.50 via PayPal. Trial credits are granted after email verification; Google sign-in counts as verified.

Uses 2 credits per image. A failed image gives the credit back.

  • Private storage: your photos are not publicly displayed
  • Failed images give the credit back
  • 2048 px downloads in 1:1, 4:5 or 3:4
  • Packs from $2.99 · no subscription
Sage pullover hoodie, Hanger photo beforeHanger
Ghost mannequin result of the same Sage pullover hoodieGhost mannequin

Hood opening and drawstrings

Sage pullover hoodie: Original detail
Original detail
Sage pullover hoodie: Result detail
Result detail
V1Sage pullover hoodieStandard mode · 2K · Ghost mannequin · Front · White · 1:1 · Standard paddingThe hanger is removed. The hood opening is wider and its inner folds are reconstructed. Drawstring knots look larger; pocket shape, cuffs and creases shift. The green looks slightly brighter and the fabric texture softer. No readable label or lettering is visible in either image.Attempt 1 of 1
White cotton shirt, Hanger photo beforeHanger
Ghost mannequin result of the same White cotton shirtGhost mannequin

Collar and blank neck patch

White cotton shirt: Original detail
Original detail
White cotton shirt: Result detail
Result detail
V2White cotton shirtStandard mode · 2K · Ghost mannequin · Front · White · 1:1 · Standard paddingThe white hanger is removed and the shirt looks cooler and brighter. The collar is more open; the blank inner-neck patch changes size. The chest pocket, hem curve and sleeve creases shift. Six visible front buttons remain, but their spacing changes. Fine weave fidelity cannot be confirmed from these images.Attempt 1 of 1

Compare the original photo and result, including the neckline, print and fabric.

Have a similar clothing photo?

Try your own garment. One clear main photo is enough to start; extra reference photos are optional.

How the White Background Is Made

This is not a cut-out. The AI draws a new product image of your garment on white, then post-processing trims it, centers it with your padding and places it on a #FFFFFF canvas. Because the garment is redrawn, colors, prints, lettering, buttons, labels and shape can change.

Sometimes the AI paints its own gray backdrop that can't be trimmed cleanly. In that case the tool keeps the AI's frame instead of leaving a visible box, and the background may not be pure white, so look at the corners before you upload to a marketplace.

An existing flat lay photo is rebuilt as a three-dimensional ghost mannequin image. There is currently no option that keeps your flat lay exactly as shot and only replaces its background.

White Garments on a White Background

A white shirt on a pure white background can lose its outline, especially along the shoulders and sleeves where the fabric is lightest. On a product grid it then looks like a floating collar and buttons.

Two settings help. Light gray (#F2F2F2) keeps the edge visible while the page still reads as white. Or keep pure white and make a flat lay instead: the flat lay tool can add a soft shadow under the garment, which carries the outline on white. If a marketplace requires pure white for the main image, use it there and light gray for your own store.

Marketplace Basics

Amazon

Main images need a pure white background, and apparel main images shouldn't show a visible mannequin or hanger. Ghost mannequin, flat lay or on-model are the usual styles. Check your category's current style guide in Seller Central.

Etsy

Etsy recommends images at least 2000 px on the shortest side. Every download here is 2048 px on the short edge, in 1:1, 4:5 or 3:4.

Shopify

Shopify suggests square images at 2048 × 2048 for product photos. What matters most is one ratio across a collection, so product grids line up.

The Same Spacing on Every Product

Padding decides how much of the frame the garment fills: Tight uses about 90% of the canvas, Standard about 85% and Loose about 75%. Pick one and the tool remembers it, so a T-shirt and a long dress end up sized the same way in your listings.

Marketplace rules change, and some categories have their own. Treat the list above as a starting point and check the current requirements for where you sell.

Official sources · checked 2026-11-13

No approval is guaranteed. Check the current rules for your marketplace and category, the actual product and every generated detail.

White Background FAQ

Is the background really pure white?

Usually. The garment is placed on a #FFFFFF canvas after generation. When the AI paints a gray backdrop that can't be trimmed, the tool keeps that frame instead, so check the corners of each image.

Will my image pass Amazon's review?

No approval is guaranteed. Check the current rules for your marketplace and category, the actual product and every generated detail.

Can I add a shadow?

Ghost mannequin images have no shadow, which suits main images. If you want a soft shadow, the flat lay tool offers one on white.

Can I get a transparent background instead?

Not in this tool. It makes white or light gray JPGs, the backgrounds marketplaces ask for. If you need a cut-out for an ad layout, run the white result through a background remover.

What sizes can I download?

2048 × 2048 for 1:1, 2048 × 2560 for 4:5 and 2048 × 2731 for 3:4.