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

Apparel Product Photography — Headless Catalog Crop for Shopify

Auto-crop and resize apparel 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

Crop your apparel photos to a clean headless framing for wholesale and model-rights use, applied consistently across your Shopify catalog. This recipe is part of Crop.photo's bulk product image editing for Shopify — bulk resize, crop, and standardize every product image across your store — powered by our headless face cropper.

Use cases

  • Prep apparel catalog headless imagery
  • Build fashion marketplace listings
  • Build wholesale apparel catalogs in bulk
  • Build DTC fashion brand headless imagery
  • Refresh seasonal collections without re-editing

Tips for best result

  • Use full-length on-model shots for best results
  • Works across standing and lifestyle poses
  • Batch your full collection in one upload
  • Pair with AI Upscale to sharpen fabric textures
  • Consistent model angle yields uniform crops

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Frequently Asked Questions

Why use headless crops instead of full-face on-model shots?

Headless crops keep focus on the garment, avoid model-licensing complications, and let one set of model shots work across regions and brands. Many fashion marketplaces also prefer headless format.

Can it batch process my full apparel catalog?

Yes. Upload your full on-model collection and the recipe delivers consistent headless 3:4 crops on white background for every shot in one pass.

Where exactly does the crop happen?

The crop starts between the eyes and nose and extends downward, so the model's chin and clothing remain visible while the face is removed.

Does it work on lifestyle shots, not just studio?

Yes — the recipe handles studio, lifestyle, and editorial poses. The face is removed regardless of original setting.

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