Does this do the full ghost mannequin composite automatically?

PixMiller handles the background removal step — which is the tedious part. For the full ghost mannequin effect, bring the cutouts into Photoshop or Figma to composite front and back shots.

Does this work for every type of garment?

Structured pieces — jackets, blazers, shirts, dresses, trousers — come out great. Very thin fabrics like chiffon might need a quick touch-up, but for most of your catalog this handles it end to end.

We shoot flat-lay instead of on a mannequin. Does that work?

Yes. Upload a flat-lay photo and you'll get a clean cutout. The ghost mannequin blending step only applies when you have front/back pairs.

适用于服装品牌

The boring part of ghost mannequin photography — handled in seconds

The ghost mannequin workflow has two steps: remove the background, then composite front and back shots in your editor. PixMiller handles the first step — the tedious one. Upload your garment photo (on a mannequin, flat lay, or hanger) and get a clean cutout on white or transparent background. Then drop it into Photoshop or Figma for the final composite. What used to take 15 minutes of masking now takes 5 seconds.

content_cut 生成隐形模特效果通过 API 自动化

Apparel on mannequin ready for ghost mannequin processing

How apparel brands use PixMiller

upload_file

Upload your garment shot

Photo on a mannequin, flat lay, or hanger — upload it to PixMiller. The model is tuned for clothing, so it handles fabric textures, folds, and fine details.

content_cut

Get a clean cutout

Background removed, edges clean, garment shape preserved. Export as white-background JPEG or transparent PNG.

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Composite in your editor

Bring the cutout into Photoshop or Figma, layer front and back shots, and create the hollow-body ghost mannequin effect. The masking is done — you just do the creative part.

Why apparel brands use this for prep work

check_circle Consistent cutout quality across seasonal drops — every garment gets the same clean edge treatment.
check_circle White or transparent backgrounds — ready for marketplaces, lookbooks, and social ads.
check_circle Batch upload multiple images at once. The API accepts image URLs for larger catalogs.
check_circle The cutout step that took your retoucher 15 minutes per image now takes 5 seconds. They can focus on the composite instead.

Output specs

Background White / Transparent

结果格式 PNG, JPEG

速度 3–5s per image

Apparel photography FAQ

Does this do the full ghost mannequin composite automatically?: PixMiller handles the background removal step — which is the tedious part. For the full ghost mannequin effect, you'd bring the clean cutouts into Photoshop or Figma to composite front and back shots. The masking that used to take 15 minutes per image is now 5 seconds, so your retoucher can focus on the creative composite work.
Does this work for every type of garment?: Structured pieces — jackets, blazers, shirts, dresses, trousers — come out looking great. Very thin or sheer fabrics like chiffon might need a quick touch-up afterward, but for most of your catalog this handles it end to end.
We shoot flat-lay instead of on a mannequin. Does that work?: Yes. Upload a flat-lay photo and you'll get a clean cutout with the background removed. Works the same way — the model is tuned for clothing regardless of how it's shot.