How-to · Ghost mannequin

How to make a ghost mannequin photo from a phone photo

Turn a phone-quality flat-lay, hanger, or on-mannequin photo of a garment into a clean invisible-mannequin shot on a pure-white background — ready to drop into a Shopify or Amazon product detail page without a Photoshop pass. Two minutes per garment, batchable up to 50 in one session.

Time
Difficulty
Beginner
Cost
30 credits(~$0.30)
Steps
5

Last reviewed: .

What you need

  • Phone or studio photo of the garment
  • Apiway account (free tier ships 100 one-time credits)

Steps

  1. Open the Garment on Mannequin template

    Sign in to Apiway and open the Garment on Mannequin template from the Creative hub. The template is also called Ghost Mannequin in casual usage — both names point to the same flow.

    Open in Apiway

  2. Upload one or more garment photos

    Drag in a photo of the garment on a hanger, on a mannequin, on a model, or laid flat. All four input types work; the pipeline segments out the garment and discards the rest. Drop in up to 50 photos at once for unattended batch processing.

  3. Pick the gender preset and pose

    Choose male or female and the pose you want (front, back, or three-quarter). The pipeline aligns the garment to the chosen mannequin shape automatically — you don't need to crop or pre-process the source photo.

  4. Generate

    Click Generate. In under two minutes Apiway returns a clean ghost-mannequin shot on a pure-white background, saved to your gallery and downloadable as JPG up to 4K.

  5. Drop into your product detail page

    Download the result and upload it to your Shopify product images, Amazon main image slot, or marketplace catalog. The white background is RGB(255,255,255) — Amazon-spec verbatim — so no Photoshop pass is needed.

Common mistakes

  • Submitting a low-light or yellow-cast source photo

    The pipeline preserves the garment's color from the source. If your phone photo has a yellow indoor-light cast, the output will inherit it. Shoot near a window or correct white balance in your phone's camera app before uploading.

  • Cropping the garment too tightly before upload

    Leave generous space around the garment in the source photo. The pipeline crops to the garment's bounding box; if the source is already crop-tight, you lose tolerance for alignment to the mannequin pose.

  • Expecting a model to appear

    The Garment on Mannequin / Ghost Mannequin template intentionally produces a no-model shot — that's the Amazon main image specification. For an on-model PDP, use White Studio (AI Photoshoots) instead.

Troubleshooting

  • Will the output pass Amazon's automated image checks?

    Yes. The pipeline runs its own post-processing pass — segmentation, recompositing onto pure white #FFFFFF, and tone correction — specifically to meet Amazon's main image specification. Generic AI image tools often produce a slight grey cast that triggers suppression; the dedicated Ghost Mannequin pipeline avoids that failure mode.

  • How long does a 50-garment batch take?

    A 50-garment batch typically completes in a few minutes. The exact time depends on the chosen settings and queue, but the operating mode is unattended — submit and come back to a finished set, not click-by-click.

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