Background Removal and Upscaling: A 3-Minute Marketplace Workflow

Amazon, Shopee and Lazada all favour a white-background primary image. That is not an arbitrary rule — in a results grid, a white-background shot lets a shopper recognise the product in a fraction of a second, while a cluttered one gets scrolled past.

This is the three-step process for turning a phone snapshot into a listing image that meets the standard. It takes about three minutes per product.

Step 1: remove the background

AI cutouts are now good enough for most products, but edge quality depends heavily on material.

Easy: cardboard boxes, opaque plastic bottles, shoes, homeware. Clear edges, and the cutout is usually right first time.

Hard: hair, fur, chiffon, lace, mesh. This is where you should pay for the higher-quality mode rather than the fast one — the price difference is small, but a hacked-up hair edge ruins the image entirely.

Very hard: clear glass, gemstones, liquid inside a bottle. The model has to decide which pixels are product and which are background seen through the product. For these, shooting against a high-contrast background in the first place saves far more effort than fixing it afterwards.

One frequently skipped detail: after cutting out, do not leave the product floating. Add a soft shadow beneath it. An image with no shadow reads as a paste-up, and shoppers register that even when they cannot name it.

Step 2: raise the resolution

Marketplaces generally recommend images of at least 1000px so the hover-to-zoom feature activates. Smaller images will still upload, but lose that feature — and for anything where shoppers want to inspect the material, losing zoom loses sales.

There are two kinds of upscaling, and picking the wrong one is a common reason results look fake.