About this recipe
This recipe auto-crops on-model apparel photos to Amazon's exact 4000×4000 (1:1) standard: model centered, head removed above the nose bridge, pure white background (#FFFFFF), and output at 72 DPI. Whether you're launching a new collection or cleaning up an existing catalog, it processes every SKU in one batch — no retouching, no per-image editing. It pairs naturally with our headless crop recipes for other major retailers and works alongside our bulk background remover if your originals still have studio or lifestyle backgrounds.
Use cases
- Meet Amazon's main image 1:1 white background requirement at scale
- Batch-process new apparel collections before an Amazon launch
- Prevent listing suppression caused by non-compliant product images
- Standardize on-model shots across a mixed-format SKU catalog
Tips for best result
- Use full-length originals with the model's feet visible for the cleanest 1:1 crop
- Low-res inputs are sharpened to 4000×4000px output
- Works on studio shots, plain backgrounds, and lifestyle images - background is removed automatically
