FLUX.2 klein E-commerce Product Photography Texture
A prompt experiment for e-commerce-grade product photography using the text-to-image pipeline of FLUX.2 [klein] 9B. The core idea is to break "product photography" down into controllable visual variables—background material, light position and softbox shape, lens focal length and depth of field, material highlight rendering—and then write these variables into structured English prompts, avoiding piles of adjectives. This piece features a bottle of skincare serum with an aluminum alloy body as the protagonist, using a light gray seamless background and two-sided softbox lighting, emphasizing the highlight layers of brushed metal and the glass dropper, output in 4:3 aspect ratio for easy cropping for e-commerce main images and detail pages. The schema only exposes prompt, aspect_ratio, output_format, num_inference_steps, and seed; the default 4-step inference is enough to generate an image, suitable for latency-sensitive batch product image previews and prompt tuning scenarios; when precise reproduction is needed, simply fix the seed to compare the differences between different light position descriptions.
Style Product Image · Studio lighting · ecommerce
Model FLUX.2 Klein 9B
Prompt
High-end e-commerce product photography, a bottle of frosted glass serum with a brushed aluminum cap, a glass dropper placed beside it, centered on a seamless light gray studio background with a subtle soft gradient transition. Two large softboxes, one as the key light at the front left of the camera, one as fill light at the right of the camera, plus a narrow rim light strip placed behind to outline the bottle's silhouette; the aluminum edges show controlled highlights, and the glass surface has clean vertical reflections. Shot with a 100mm macro lens at f/11 aperture, the entire product is in sharp focus, with a soft contact shadow at the base anchoring its position, no clutter props. Neutral color grading, accurate whites, no color cast, catalog-grade sharpness, high resolution, commercial retouching style.
Copy the full prompt and adapt it for your own generation.
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