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 on Original BG 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 Shopify image editor — bulk resize, crop, and standardize every product image across your store — powered by our headless face cropper.

Use cases

  • Preserve editorial backgrounds while removing faces
  • Build lifestyle catalogs without losing context
  • Avoid model licensing on regional rollouts
  • Refresh editorial shoots for marketplace use
  • Produce headless PDPs with scene intact

Tips for best result

  • Original background is fully preserved
  • AI retouching cleans up edges around the head
  • Use medium to high-resolution inputs
  • Works on studio and lifestyle shots
  • AI Upscale applied for sharper output

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Frequently Asked Questions

How is the head removed cleanly without disturbing the background?

AI retouching reconstructs the area where the head was, using surrounding scene context. The result is a seamless background with no visible cut or paste line.

What if part of the body is in front of the face?

The recipe handles overlapping elements. If a hand is partially in front of the face, the recipe preserves the hand and removes only the visible facial area.

Will the rest of the image stay sharp?

Yes — AI Upscale is applied to the entire image, sharpening the background, garment, and any other detail beyond the removed head area.

Can it batch process an editorial shoot?

Yes. Upload your full shoot and the recipe applies consistent headless treatment with original-background preservation across every image.

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