Tests of character, product, object, and scene consistency across generations and edits.
A rigorous identity-drift test pushing one character through four locations and eight controlled revisions in Gemini Nano Banana 2.1 to measure how long likeness, wardrobe logic, and expression continuity survive real commercial pressure.
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A focused consistency test examining whether Gemini Nano Banana 2.1 can hold small product details and distinctive shapes—edges, closures, embossing, silhouette quirks—across multiple scenes and controlled revisions without progressive loss of identity.
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A structured identity-drift test measuring how well Gemini Nano Banana 2.1 holds a portrait subject’s likeness across wardrobe, expression, subtle age cues, and background changes under commercial revision pressure.
A controlled campaign test examining whether Gemini Nano Banana 2.1 can hold product identity across multiple scenes, lighting conditions, and revision requests without losing the visual system.