Apparel Product Photography — Portrait Catalog Crop for Shopify

Yes — edge detection preserves lace, sheer panels, and texture. Use high-resolution originals so fine details remain sharp in the final output.

Yes — the recipe handles all three input types and outputs consistent portrait 3:4 imagery on white background, regardless of how the garment was shot.

Portrait - not square. A survey of top fashion ecommerce brands found the most popular image ratio is 2:3, followed by 4:5, showing brands are intentionally optimising for mobile viewing. On Shopify, 4:5 portrait delivers a more editorial feel while 2:3 provides vertical space for full-length garment views. This recipe outputs at 1280×1600px (4:5) by default, scalable to 2048px on the long edge - the range where Shopify's zoom functionality activates without slowing page load.

Yes, with platform-specific requirements. Zalando requires on-model photography at a minimum 1600px on the shortest side - 2400×3200px recommended - and does not accept flat lay as a primary image. ASOS requires a minimum 2000px width, and non-compliant images delay listing approval by 2–4 weeks. Amazon requires white background at 2000×2000px minimum. This recipe outputs configurable dimensions for each platform from one source upload, so a single batch covers your full multi-channel distribution.

Yes. Output sizes are configurable to meet Amazon, ASOS, Zalando, and Shopify portrait specifications.

Yes. Upload your entire collection and the recipe delivers consistent 3:4 crops for every garment in one pass — no per-item setup required.

Portrait shows full-length garments - dresses, coats, trousers - without cropping or wasted whitespace that square framing creates. On Shopify DTC stores, on-model and ghost mannequin primary images consistently outperform flat lay on add-to-cart rate for garment categories. Consistent portrait grids increase collection page browse-to-product click rates by 28%. This recipe applies a uniform 4:5 portrait crop to every garment in a batch, so your collection grid delivers that lift without manual per-item editing.

The product grid breaks. Mixing portrait and square images produces uneven thumbnails and inconsistent card heights - a visually chaotic experience that reduces browse-to-product click rates. Uniformity matters more than resolution alone - consistency in aspect ratio is the single most impactful image decision for collection page performance. This recipe batch-processes your entire apparel catalog to a uniform 4:5 portrait ratio in one upload, regardless of how inconsistently the originals were shot.