AI RECIPE
A recipe is a reusable AI workflow that applies consistent edits to all your images in one go, with no prompts required.

Bag Photography — On-Model Carry Generator for Shopify

Generate, crop, and resize bag photos into consistent, Shopify-ready images — output as 2048×2048px (Shopify max) or 2000×2000px for marketplaces; 1024×1024px for DTC. Batch-process 1000s of SKUs so every product page stays uniform across your store.

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About this recipe

Generate lifelike on-model visuals from your bag photos, creating Shopify-ready imagery without another photoshoot. This recipe is part of Crop.photo's Shopify image generation and editing, powered by our AI fashion model generator that turns your existing product images into PDP-ready assets at scale.

Use cases

  • Build on-model carry PDPs for bags
  • Show strap fit and bag scale in real use
  • Avoid model sessions for bag campaigns
  • Build editorial bag imagery at scale
  • Produce social media bag content

Tips for best result

  • Use clean studio bag shots for sharpest output
  • Works on totes, handbags, crossbody, backpacks
  • Specify carry style for consistent brand output
  • Batch your full bag range in one upload
  • Pair with Close-Up On-Model for variations

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Frequently Asked Questions

Will the bag look natural in carry?

Yes — the recipe generates realistic strap placement, hand grip, and body interaction, so the bag looks like it's actually being carried.

Will the bag's hardware and details stay accurate?

Yes. Original bag geometry, hardware, and embellishments are preserved fully — only the model and carry pose are generated around it.

Can I control the carry style?

Yes. Carry style is configurable — over-shoulder, hand-held, crossbody — so you can match the bag's intended use case.

Can it batch process my full bag catalog?

Yes. Upload your entire range and the recipe outputs grid-ready square crops for every bag in one pass.

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