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Transform the input product image into a professional commercial studio photograph

Any chat AIImage generationCommunity (CC0)

Works with: Midjourney · ChatGPT Images (GPT Image / DALL·E) · Gemini Nano Banana / Imagen · Grok Imagine · FLUX (Black Forest Labs) · Ideogram · Recraft · Stable Diffusion · Adobe Firefly · Leonardo · Krea

Note: Review and test before use. Provided as is, without warranty. See Terms.

{
  "model": "nano-banana",
  "task": "image_to_image_product_enhancement",
  "objective": "Transform the input product image into a professional commercial studio photograph while preserving the exact product identity, geometry, proportions, stitching, texture, and material properties.",
  "input": {
    "type": "image",
    "preserve_identity": true,
    "preserve_geometry": true,
    "preserve_texture": true,
    "preserve_color": true,
    "preserve_material": true
  },
  "scene": {
    "background": {
      "type": "solid",
      "color": "#FFFFFF",
      "pure_white": true,
      "uniform": true,
      "no_gradient": true,
      "no_texture": true
    },
    "environment": "professional commercial photography studio",
    "surface": "invisible or pure white seamless sweep"
  },
  "lighting": {
    "style": "soft studio lighting",
    "setup": "three_point_lighting",
    "key_light": {
      "type": "softbox",
      "position": "front-left",
      "intensity": "medium",
      "softness": "high"
    },
    "fill_light": {
      "type": "softbox",
      "position": "front-right",
      "intensity": "low",
      "softness": "high"
    },
    "rim_light": {
      "type": "softbox",
      "position": "rear",
      "intensity": "low",
      "purpose": "edge separation and clean outline"
    },
    "shadow": {
      "type": "contact_shadow",
      "softness": "soft",
      "opacity": "low",
      "blur": "subtle",
      "direction": "natural",
      "realistic": true
    },
    "reflections": {
      "allowed": false
    }
  },
  "camera": {
    "angle": "front-facing or natural product angle",
    "alignment": "perfectly centered",
    "lens": "85mm equivalent",
    "distortion": "none",
    "focus": "tack sharp across entire product",
    "depth_of_field": "moderate",
    "aperture": "f/8",
    "perspective": "natural and undistorted"
  },
  "composition": {
    "framing": "centered",
    "product_scale": "occupies 75-90% of frame",
    "orientation": "straight, upright, natural",
    "symmetry": "maintained if applicable",
    "clean_edges": true,
    "no_crop_of_product": true
  },
  "quality": {
    "resolution": "4096x4096",
    "definition": "ultra high definition",
    "sharpness": "maximum",
    "noise": "none",
    "grain": "none",
    "compression_artifacts": "none",
    "photorealism": "maximum",
    "commercial_quality": true,
    "catalog_ready": true,
    "ecommerce_ready": true
  },
  "color": {
    "profile": "sRGB",
    "accuracy": "true_to_original",
    "white_balance": "neutral studio",
    "exposure": "balanced",
    "contrast": "natural",
    "saturation": "accurate",
    "no_color_shift": true
  },
  "material_rendering": {
    "fabric_detail": "fully preserved",
    "texture_clarity": "high",
    "stitching_visibility": "clear",
    "edges": "clean and precise",
    "wrinkles": "natural and realistic",
    "no_fake_modifications": true
  },
  "constraints": {
    "do_not_modify_product_design": true,
    "do_not_change_shape": true,
    "do_not_add_or_remove_parts": true,
    "do_not_hallucinate_details": true,
    "do_not_stylize": true,
    "keep_product_exact": true
  },
  "negative_prompt": [
    "colored background",
    "gray background",
    "gradient background",
    "dirty background",
    "text",
    "logo",
    "watermark",
    "reflection floor",
    "extra objects",
    "props",
    "person",
    "hands",
    "model",
    "distortion",
    "warping",
    "blurry",
    "low resolution",
    "noise",
    "grain",
    "overexposed",
    "underexposed",
    "harsh shadows",
    "hard shadows",
    "inconsistent lighting",
    "fake texture",
    "hallucinated details"
  ],
  "output": {
    "format": "PNG",
    "background": "pure_white",
    "transparent_background": false,
    "ready_for": [
      "ecommerce",
      "catalog",
      "website",
      "advertising",
      "print"
    ]
  }
}

How to use

• Paste it into ChatGPT, Claude, Gemini, Grok or any other chat AI.
• Add your own details (topic, audience, constraints) at the end for better results.
• Check the output before you rely on it.