Automated ingestion of prompt: Transform the input product image into a professional commercial studio photograph

prompts/general/transform_the_input_product_image_into_a_professio_1338.md

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+---
+title: "Transform the input product image into a professional commercial studio photograph"
+contributor: "@ayoubelouardi3710@gmail.com"
+tags: #general, #ayoubelouardi3710gmailcom
+---
+
+{
+  "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"
+    ]
+  }
+}