CleanWhiteBG

Keeping it single-purpose is the right call. Where these tools fall apart with supplier photos is the edges: glass bottles, anything with hair, and the soft contact shadow under the product. Does your cut-out keep that shadow or does it go with the background? For a catalogue listing that shadow is the difference between a photo that looks real and one that looks pasted on.

The one-click workflow and full-resolution export make this practical for marketplace sellers who need consistent catalogue images quickly. Jewellery, glass, and reflective products can be difficult because of transparent edges and natural shadows. Does CleanWhiteBG preserve those details automatically, or can users refine the cut-out when needed?

Does the cutout model run fully in the browser? We ship an on-device image model too, and the first load was the part users struggled with: on slow connections it took over two minutes, and some people closed the tab before it finished. Curious whether you cache the model after the first visit and how you handle hair and semi-transparent edges on white.

I built CleanWhiteBG after watching sellers on marketplaces waste hours masking product photos by hand just to hit a pure-white background requirement. The tool does one job: cut the subject out and drop it on clean white, in the browser, with no account and no watermark. I deliberately kept it single-purpose instead of bundling an editor — the whole point is to remove the manual step, not add another tool to learn.

Looks simple enough, will check this out>