


Backpack with straps and open handle gaps
Transparent output makes narrow openings, zipper pulls, and the outer silhouette visible before the asset enters a catalog layout.
Upload a JPG, PNG, or WebP product photo. The 2K BiRefNet preset isolates the item, lets you inspect packaging edges, and exports either transparent PNG or a 2000×2000 white square.
A high-resolution product preset with transparent and marketplace-white output modes.
Active preset
Product detail · light 2K
BiRefNet v2 · General Use (Light 2K) · 2048 operating resolution · refined foreground · PNG and mask output
Only upload product images you own or may edit. The source is sent to fal.ai; white-square compositing happens locally in your browser.
White presetYour marketplace-ready product will appear here
Start with a clear product photo, then switch between a transparent cutout and a real white square export.
Free-account results are public and may be selected for the Gallery. A paid purchase makes results on your account private.
Two usable outputs
Product listings and creative handoffs need different files. The tool keeps one cutout and lets you export it without background or centered inside a square white canvas.



Transparent output makes narrow openings, zipper pulls, and the outer silhouette visible before the asset enters a catalog layout.



The white preset centers the same cutout inside a square canvas with consistent padding; it does not regenerate labels or packaging artwork.
These paired previews use the same source and isolated assets to demonstrate output treatment. Your result depends on contrast, lighting, transparent materials, and the original shadow.
The file is validated before billing, processed with the verified F-BG-2K profile, and exported in the mode you choose after reviewing the result.
Choose JPG, PNG, or WebP up to 10MB, 32–8192px per side, and 40 megapixels. File signature and dimensions are checked first.
BiRefNet v2 uses the General Use (Light 2K) profile at a 2048×2048 operating resolution with foreground refinement enabled.
Zoom into edges, select transparent PNG or marketplace white, then download the actual file and continue into another editing workflow.
A clean square preview can hide missed pixels. Inspect the cutout itself before publishing the white version or passing alpha to a designer.


Create a centered 2000×2000 white PNG, then compare it with the marketplace's current image rules before upload.
Give products with different source scenes the same square canvas and safe-area padding.
Keep the transparent PNG for ads, email headers, social layouts, and seasonal backgrounds.
Send a real alpha PNG so downstream teams can place the product without rebuilding the mask.
F-BG-2K is a useful automatic preset, not a guarantee of marketplace approval or pixel-perfect matting.
Run one high-resolution cutout, inspect the packaging edge, then export transparent or white without paying for a second AI job.
