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.
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
