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Large objects cast large shadows. A gradient preview shows spill under legs and arms so you can decide contact shadows deliberately, then export PNG for lookbook composites.
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Furniture is the toughest product category to matte cleanly because the pieces are bulky, they throw wide diffused shadows, and their legs, arms, and cushions melt into a showroom floor. This profile opens on a gradient mock precisely so the shadow that pools beneath a sofa base or a chair leg becomes visible, letting you commit to a contact shadow on purpose instead of discovering later that the piece appears to hover. One Refine tidies upholstery hems and woven trim, and PNG export protects the soft alpha a designed room composite depends on. A furniture or homeware brand can build a showroom lookbook without shipping interior layouts and unreleased ranges to a cloud remover. Use this route for a standalone piece bound for a laid-out plate, not a full styled room where spatial context carries the sell.
A gradient mock exposes the diffused shadow that both white and a checkerboard tend to swallow, which is exactly the cue a furniture retoucher needs before committing. Turning Refine on by default assists fabric hems, rattan weave, and turned wooden legs that reward one measured peel. PNG is the natural handoff because a room composite needs real alpha, not a flattened rectangle. The tip names shadow pooling beneath legs so operators study the base of the piece first, where a furniture cut most often reads wrong.
Shoot the piece filling the frame at a steady height across the range so the lookbook feels of one voice. Once the model finishes, read the gradient for shadow pooling under legs and cushions, then Refine a single time along hems and seam lines. Smart Erase the floor and any staging rug when the plate should read empty. Restore a slim chair spindle or lamp stem the peel may have whittled. Decide early whether you want a synthetic contact shadow, then save PNG and lay that shadow in your design tool so it stays uniform across every piece in the collection.
Use this profile when a photographer has captured a range of sofas, chairs, and lamps and the catalogue team needs clean PNGs for a laid-out lookbook. Cut each piece on the gradient so shadow pooling is obvious, Refine hems once, and Smart Erase the staging rug where the plate should sit empty. Keep leg height and camera distance steady so the row aligns in a grid. If an online shop also needs a white version, generate a JPG-white from the same outline rather than re-processing. For an upholstered piece with fringe or piping, favour Restore over a second Refine so the soft trim you want is not collapsed into a hard plastic-looking rim.
Furniture outlines concentrate at slim legs, soft fabric hems, and the broad shadow zone beneath the piece. On the gradient, look first where legs meet the floor, because leftover shadow reads as gray sludge while missing shadow reads as hovering. Restore slim spindles and lamp stems the peel whittled to nothing. Feather upholstery hems with the single Refine, then Restore fringe or piping that vanished. Rattan and cane weave want patience; Smart Erase the floor between the gaps rather than one heavy peel. Save PNG once the base of the piece looks planted and the slim members survive a full-screen zoom.
Showroom and studio frames can expose store layouts, unreleased ranges, and staging that telegraphs a brand direction before its reveal. Local inference keeps those frames off remover CDNs and out of any retention window, with only the shared model weights fetching once. That helps a manufacturer shooting prototype pieces and an agency rotating several homeware accounts on separate machines, since no cross-client history collects in one shared login.
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I keep this page because background removal for Furniture kept failing with upload tools or generic presets. Here you run the local cutout, Refine hair/edges, export PNG or white JPG as the channel requires. Limits and architecture are documented in Lab Notes — this URL is a micro-instrument for one job, not a keyword clone.