Ceramic Coffee Mug White-Background Product Image Cutout

A white-background product image preprocessing example for e-commerce listing scenarios: a still life of a ceramic coffee mug under soft side lighting is used as input and passed to 851-labs/background-remover to automatically separate foreground from background, producing clean-outline product assets ready for detail pages and marketplaces. The composition uses a solid light-gray background and a single light source; the mug's rim, handle, and wall highlights form clear foreground boundaries that help the cutout model identify edges. The side light leaves a soft gradient on the left side of the mug body while retaining a small amount of shadow gradation on the right, avoiding a completely flat light that would collapse the silhouette. It is suitable for demonstrating how a background-removal model performs on regular geometric shapes and glossy glazed materials, and can also serve as upstream material for a workflow that unifies background color across batches of product images. This model family is positioned as lightweight image background removal, outputting transparent PNGs or alpha masks, with support for API calls and self-hosted deployment; this work covers only its single-image background-removal input and does not involve general image generation or complex editing capabilities.

Style Product Image · ecommerce · Studio lighting

Model 851 Labs Background Remover

Reference inputs

image_url

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Prompt

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Studio product photograph of a single ceramic coffee mug on a seamless light-gray backdrop, 16:9 landscape framing, mug positioned slightly right of center with its handle fully visible and separated from the body silhouette, matte off-white glaze with a thin dark rim, gentle softbox side lighting from the left creating a smooth falloff of light across the cylindrical wall, a subtle gradient shadow on the right side and a faint contact shadow beneath the base, no props, no text, no reflections of the studio environment, clean neutral color palette, high detail on the rim and handle edge, shallow depth of field with the mug entirely in focus, suitable as a foreground subject for background removal.

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