Sportswear product photos with AI
Last updated: 2026-10-26
Short answer
Sportswear listings convert when cut, fabric and logos look real on body or ghost. MuseFrames builds white-BG / ghost heroes and optional on-model views from one garment photo — then exports channel sizes.
Always QA logos, seams and colour before listing. Billing and credits: see /en/pricing.
Sportswear / athleisure listing photo expectations
| Item | Requirement |
|---|---|
| Hero | Ghost mannequin or clean packshot on white / light-neutral for gridsSource 1 |
| On-model | Optional AI Model / Try-On for pose and fit contextSource 2 |
| Details | Logo, zipper, seam, fabric texture as secondariesSource 1 |
| Footwear cluster | Shoes have their own footwear product photos guideSource 2 |
| Lingerie / swim | Intimate / swim → lingerie try-on guide (18+ AUP)Source 2 |
| No badges | Avoid watermarks / promo overlays on marketplace heroes where prohibitedSource 1 |
Matching MuseFrames output specs
- Amazon hero image: 2000×2000, pure white background, product fills 85%
- Shopify product image: 2048×2048 square
First make one image you like and set it as the hero image, then choose “Channel versions” on it: each version costs 1 credit and is output at the sizes above.
Which tools to use and how many credits they cost
MuseFrames charges in credits: 1 for a 1K image, 2 for 2K and 3 for 4K, with Virtual Try-On, Group Shot, Commercial Ad at 2×; video costs 15 credits for 5 sec and 45 credits for 15 sec.
Steps
- Upload a sharp garment photo (full silhouette, true colour).
- Cut out / ghost and place on white / light-neutral.
- Add detail frames (logo, seam, fabric) from the same master.
- Optional: on-model view for fit context.
- QA logos, seams, colour; export channel sizes.
FAQ
Ghost mannequin or on-model for sportswear?
Many catalogs use ghost for MAIN-style grids and on-model for secondary. See /en/solutions/apparel-ghost-mannequin and /en/solutions/ai-fashion-models.
How is this different from the ghost mannequin guide?
Ghost mannequin is the technique how-to. This page is the sportswear / athleisure shopping vertical with channel and Related context for activewear sellers.
Footwear in the same shoot?
Shoes have their own guide — /en/solutions/footwear-product-photos.
Batch a whole activewear line?
Yes — keep one studio look. See /en/solutions/bulk-product-photos.
Where do credits and plans live?
See /en/pricing and the Credits & Billing help page. This guide does not list plan prices.
Related comparisons
Sportswear packshots sit next to apparel ghost mannequin, AI fashion models, footwear, white-background heroes, and bulk catalogs.
Sources
All pages below were accessed on 2026-10-26; prices and features may change at any time, so check the official websites for the latest.
- Amazon Seller Central: Product image guidelines: https://sellercentral.amazon.com/help/hub/reference/external/G1881
- Amazon Seller Central: Apparel image guidelines: https://sellercentral.amazon.com/help/hub/reference/external/G200498950
- MuseFrames Pricing: https://museframes.com/en/pricing
- MuseFrames Features: https://museframes.com/en/features
- MuseFrames Acceptable Use Policy: https://museframes.com/en/legal/acceptable-use
Try it with your own product photos
Create account when you hit Generate — Google or email.
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