If you shoot a whole catalog in one afternoon, editing one photo at a time is where the evening goes. Here is the batch workflow we use to take a folder of product shots to storefront-ready white backgrounds — three passes, most of it automated.
Pass 1 — triage the folder (2 minutes)
Open the folder and sort by shooting setup, not by product. All photos from the same light and angle belong in one batch: a tool that keys a white background calibrates per batch, and mixed setups in one batch produce inconsistent edges. Delete obvious rejects now (motion blur, lens cap still on) instead of paying processing time on them.
Pass 2 — batch the background pass
Run the batch through a background-removal pass in one go, with the same output settings for the whole folder: white (#FFFFFF) output, one resolution, one quality level. Consistency is the point — a catalog where every image has the same white and the same framing reads as a store, not a flea market.
Pass 3 — edge QA on the risky 10%
Not every photo deserves equal attention. Jewelry, glassware, and anything with hair-thin strands produce the most edge halos — pull those out and inspect at 200% zoom. Small fringes clean up with a 1-pixel edge contraction on white; anything worse goes back for a reshoot.
File hygiene that saves an afternoon later
Name outputs by product identifier plus angle suffix (sku-01-front.jpg), keep them ASCII, and export at the resolution the marketplace actually displays. A consistent naming scheme is what makes the next batch a ten-minute job instead of a search party.
Disclosure: I build CleanWhiteBG (https://cleanwhitebg.com), a free browser tool that removes image backgrounds and replaces them with white — batch uploads need no signup, and every upload auto-deletes within 2 hours. The workflow above is the same one we run our own screenshots through. Nothing here is sponsored.
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