Create Packshot
The AI packshot generator for fashion: ghost mannequin, flat-lay, marketing-ready, and white cutout styles from raw garment photos. No reshoot, no studio time.
How It Works
Add 1 to 10 angles of the same garment
Why Create Packshot?
Built for fashion catalogs that need clean packshots fast, in every style your marketplaces and PDPs ask for.
Four packshot styles
Ghost mannequin, flat-lay, marketing-ready, white cutout. Cover every catalog surface from a single garment upload.
No identity needed
Product-only outputs. Skip the model step entirely. Just upload your garment photos and pick a style.
Stack instructions
One upload, multiple styles in a single job. Cover PDP, marketplace, editorial, and campaign from the same input photos.
Garment preservation
Colors, textures, lining, trims, and fabric drape preserved pixel-perfectly across every output.
Use Cases
One garment, four packshot styles, every catalog surface covered.
Marketplace feeds
White-cutout packshots that match Amazon, Zalando, and other marketplace specs. Sharp edges, pure white background.
PDP catalogs
Ghost-mannequin packshots from every angle. The standard look for fashion product detail pages.
Editorial and lookbooks
Flat-lay packshots for editorial product grids and seasonal lookbooks. Clean, surface-styled compositions.
Campaign and hero imagery
Marketing-ready packshots with props, lighting, and atmosphere. Ready for landing pages and campaign banners.
The Four Packshot Styles
Each style is tuned for a different surface in your catalog. Pick one or stack several in a single job.
Invisible mannequin, garment hovers in 3D. The standard for most fashion PDPs.
Top-down view on a clean surface. Perfect for editorial product grids and lookbooks.
Editorial scene with props, lighting, and atmosphere. Ready for campaigns.
Pure white background with sharp edges. Ideal for marketplaces and feed images.
Automate Your Packshot Pipeline
One identity-free endpoint with stackable instructions. Send a single API call with raw garment photos and get back every packshot style your catalog needs.
- POST /create-packshot, no identity required
- Stack 1 to 10 instructions per job, 1 to 8 variations each
- Four style enum values: flat_lay, ghost_mannequin, marketing_ready, white_cutout
- Batch processing with parallel workers up to your concurrency limit
{
"project_id": "prj_abc...",
"images": ["img_001...", "img_002..."],
"instructions": [
{
"style": "ghost_mannequin",
"framing": "tall_3_4",
"angle": "three_quarter",
"num_variations": 3,
"options": { "size": "2K", "ar": "3:4" }
},
{
"style": "flat_lay",
"surface": "linen",
"options": { "size": "2K", "ar": "1:1" }
}
]
}Asked, answered.
What is an AI packshot generator?
A tool that turns raw garment photos into clean, e-commerce-ready packshots. Instead of studio styling, mannequin prep, and retouching, the AI generates the finished packshot directly from your input photo.
Which packshot styles are available?
Four styles: ghost mannequin (invisible mannequin), flat-lay, marketing-ready, and white cutout. All are generated from the same raw garment photo, so you can produce every variant a marketplace requires in one pass.
What is the ghost mannequin effect?
A ghost mannequin (or invisible mannequin) photo shows the garment with the full 3D shape of a body, but with no visible mannequin or model. It is the standard for product display pages because it shows fit without distraction.
What input photos do I need?
Raw garment photos are enough: shots on a mannequin, on a table, or on a hanger, taken with a phone or any camera. No studio, lighting rig, or retouching required.
Guides and comparisons.
Ghost Mannequin with AI
The invisible-mannequin effect from a single raw photo, explained.
Create Packshots in 3 Steps
From raw garment photo to clean packshot in minutes.
Pixel-Perfect Marketplace Sizes
Exact output dimensions for Amazon, Zalando, and ASOS specs.
5 Input Types, One Platform
Which product photos work as inputs, and how to shoot them.
Fix Logos & Text with Detail Repair
Repair a garbled logo or warped text without regenerating the image.
Ready to ship clean packshots from raw garment photos?
Start generating ghost mannequin, flat-lay, marketing-ready, and white-cutout packshots today. No credit card required.