#一致性
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Three products with one viewpoint, baseline and lighting setup
Arrange a product family for comparison, checking identity before styling.
FLUX.2 E-Commerce Product Four-Panel Lifestyle Set: Same Product, Four Scenes, Consistent Lighting Tone
The most painful part of e-commerce lifestyle shots is 'each of the four images looking like it came from a different shoot': generating them in four separate passes almost always shifts the product's appearance and lighting. This approach instead generates a single 2x2 four-panel grid in one pass — since all four panels share the same generation, consistency is far more stable than generating separately. The trade-off must be stated plainly: each panel is only a quarter of the full image's resolution, small text on product labels may come out blurry, and you'll need to upscale or regenerate individual panels when you need a larger image.
FLUX.2 Recipe Step-by-Step Photo Set: Same Overhead Angle, Consistent Ingredient Progression
The old problem with generating recipe step photos separately: the countertop, cookware, and lighting jump around from shot to shot, and readers spot the inconsistency immediately. This approach generates a single grid in one pass to lock consistency, then constrains ingredient state progression with the rule 'each panel must be a plausible continuation of the one before it.' Limitation: the more panels, the smaller each one gets — split into two images past six panels, and the second image needs to repeat the same countertop and lighting setup to connect properly.
Nano Banana Style Swap, Same Face (Portrait Style Transfer)
Convert a portrait into a watercolor, 3D, anime, or other style while keeping the face consistent and unwarped.