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

Macy's Apparel Photography - 4:5 Headless Crop

Bulk crop on-model apparel photos to a clean 4:5 white background - head removed above the nose bridge, feet and shadow preserved, output web-ready with AI upscale. Batch-process your full SKU range so every shot stays consistent, no manual editing required.

About this recipe

This recipe is part of Crop.photo's Fashion & Apparel recipes - bulk crop, align, and standardize apparel photography across your catalog - powered by our Headless Face Cropper.

Use cases

  • Meet Macy's exact image specs
  • Stadnardize headless apparel crops across full catalog
  • Works with front and back views
  • Replace manual retouching

Tips for best result

  • Use full-body on-model shots
  • Process a small batch first
  • Process your entire catalog in one go

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Frequently Asked Questions

Where exactly is the head cropped?

As required by Macy's, the crop line sits between the eyes and the nose bridge, removing the face while keeping the rest of the on-model shot intact.

Are the model's feet and shadow kept in the final image?

Yes - feet and any ground shadow or reflection are preserved, so the full silhouette and styling context stay visible.

What output size does this recipe produce?

Images are delivered at 3894×4755px in a 4:5 ratio at 72 DPI, sized for web-ready submissions.

Will low-resolution source images still work?

As long as the face is visible, it should work. In case of any doubts, feel free to get in touch with our experts for assistance.

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