AI Ghost Mannequin
Turn a flat lay, hanger or mannequin clothing photo into a ghost mannequin product image
About AI Ghost Mannequin
AI Ghost Mannequin is a focused AI image editor for clothing product photos. You upload a single garment photo taken on a dress form or mannequin, on a hanger, or laid flat, and the AI removes the original support and rebuilds the garment into a ghost mannequin image: the clothing keeps a natural, worn three-dimensional shape with nothing visibly holding it up. The same look is also called the invisible mannequin or hollow man effect, and the site describes its value as adding a worn, three-dimensional shape that makes catalog silhouettes easier to compare than a flat lay. Getting there usually means photo editing skills; here no Photoshop is needed, because the AI does the removal and reconstructs the hidden areas, such as the neck joint, inner collar, sleeve openings and garment edges, so a seller can go from one ordinary photo to a catalog-style result without an editing suite.
The vendor is careful about what the AI can and cannot know. Hidden garment areas are inferred rather than recovered, so the site asks you to compare every result with the source photo at full size and check the collar, prints, logos, buttons, silhouette and fabric before publishing, and it notes that lace, mesh, reflective fabric, tiny text and unusual necklines may still need manual review or editing. Its terms describe it as an independent apparel image-editing product that uses third-party infrastructure and AI models, and state that it is not affiliated with or endorsed by Google, OpenAI, APIMart or any underlying model creator. The privacy policy says uploads are not used to train its own models, images are private and never placed in a public gallery, and deleting a task removes its records and stored files, while copies held by the third-party image provider follow that provider's own retention. Pricing is unusual for an AI image tool in having no subscription at all: credits come in one-time packs with no automatic renewal, and an eligible Google account gets one free 1K Standard result to test its own garment first.
The workflow is three steps. First, you upload one clear garment photo as a JPG, PNG, WebP, HEIC or HEIF file up to 20 MB; HEIC and HEIF files are converted to JPG in your browser before upload. The tool auto-detects whether the photo is a mannequin, hanger or flat lay shot and applies the matching preset, so there is no source type to choose. On-model photos are not supported, because a person hides too much of the garment.
Second, you check the advanced settings and generate. You can pick a front or 45 degree view angle, 1K or 2K resolution, an aspect ratio (Auto, 1:1, 4:3, 3:4, 16:9 or 9:16) and a processing mode, Standard for faster, balanced reconstruction or High detail for slower, stronger reconstruction. The credit cost of the chosen settings is shown before generation. The AI then removes the support and rebuilds the garment shape, neck joint and hidden edges, generating on a white background.
Third, you review and export. A before-and-after slider lets you compare the result with the original, and the export panel offers a white-background image, a transparent PNG made from the result, or a same-size export. Exports and repeat downloads do not use extra credits. You can upload first and sign in with Google afterwards, and you can explore three AI-generated demos (a knit sweater, a striped shirt and a satin blouse) without uploading anything or spending a credit.
- •Automatic source detection - One upload box handles mannequin, hanger and flat lay inputs and applies the right preset on its own. The site gives guidance for each: a dress form gives the most natural volume, a hanger usually preserves the front panel well, and a flat lay needs the most reconstruction, so a symmetrical photo with the full hem and sleeves visible works best.
- •Hidden-area reconstruction - After removing the support, the model attempts to rebuild the hollow neckline, inner collar, sleeve openings and garment edges so the piece looks worn rather than flat. The demos show this on a knit crewneck, a striped shirt collar and a satin V-neck.
- •Garment fidelity focus - The tool is pitched at preserving what matters for a listing: texture, stitching, shape, prints and logos, stripe alignment, buttons and hem shape. The site also tells you exactly what to check, such as shifted stripes, changed letterforms, missing buttons or invented labels and seams.
- •Marketplace-ready exports - Results can be exported as white-background marketplace presets, transparent PNG files or same-size images, all included at no extra credit cost. The vendor suggests 1:1 for square listings and 4:3 or 3:4 for catalogs, and asks you to check results against the rules of the destination marketplace, such as Amazon or Shopify.
- •Resolution and detail controls - 1K is the fast option for everyday listings and 2K a sharper one for zoom and large exports, while High detail mode trades speed for stronger reconstruction. One credit covers a Standard 1K result, Standard 2K and High detail 1K use 2 credits, and High detail 2K uses 3.
- •Credits only for successful results - A task reserves its credits and only finalizes them on success; ordinary failed tasks release the reservation. Results are kept for 7 days on the free result and for 30, 90 or 180 days depending on the pack you bought.
AI Ghost Mannequin is built for apparel sellers who need consistent, catalog-style product images without a photo studio or a retoucher. Independent fashion brands, print-on-demand and resale shops, and Shopify or Amazon sellers who shoot their own stock on a hanger or a cheap dress form can turn those photos into invisible mannequin images that match across a collection.
Small teams that add new items every week benefit most from the pack structure, since credits are bought once with no subscription to manage, and higher packs keep results available for longer. Sellers who only photograph flat lays can use the flat lay converter to give garments a structured, three-dimensional presentation. Anyone unsure whether the tool can handle a particular fabric can use the free lifetime result on their own garment before paying.
It is less suited to brands whose catalog relies on on-model photos, which are not supported, or to items like fine lace, mesh, reflective fabric or garments with tiny printed text, where the vendor itself says manual review or editing may still be required. Because hidden areas are inferred, it also fits best in a workflow where someone checks each image against the original before it goes live.
Pricing
One time purchase, not a subscription
- Starter$9 once
- Growth$19 once
- Catalog$49 once
From the vendor pricing page, 2026-10-15
