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GoogleCloudPlatform · Nov 13, 2024 · 53e2f80 · 53e2f80
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diff --git a/.github/actions/spelling/line_forbidden.patterns b/.github/actions/spelling/line_forbidden.patterns
@@ -224,7 +224,7 @@
 \simagen\s\w
 
 # Should be Imagen 2 or Imagen 3
-\b[Ii]magen\d\b
+\bImagen\d\b
 
 # Should be BigQuery
 \b(?!BigQuery\b)(?!bigquery\b)[Bb]ig\s?[Qq]uery\b

diff --git a/genkit/postcard-generator/docs/demo.md b/genkit/postcard-generator/docs/demo.md
@@ -36,7 +36,7 @@ You can then navigate to [localhost:3000](http://localhost:3000) and send a demo
    - The prompt can be seen in [prompts/postcard-map.prompt](prompts/postcard-map.prompt)
    - This prompt requests Gemini returns the response in structured JSON, the schema of which can be seen in [libs/genkit/schema.ts](libs/genkit/schema.ts).
    - An example [partial prompt](https://firebase.google.com/docs/genkit/dotprompt#partials) in [prompts/\_example-highlights.prompt](prompts/_example-highlights.prompt)
-4. The highlights of the route alongside the start and end is sent to Imagen3
+4. The highlights of the route alongside the start and end is sent to Imagen 3
    - This prompt can be seen in [prompts/postcard-image.prompt](prompts/postcard-image.prompt)
 5. The flow returns the generated image, the story created, and the map image
 

diff --git a/genkit/postcard-generator/libs/genkit/flows.ts b/genkit/postcard-generator/libs/genkit/flows.ts
@@ -42,7 +42,7 @@ configureGenkit(genkitConfig);
 const authEnabled = process.env.AUTH_ENABLED?.toLowerCase() !== "false";
 
 /**
- * Create a postcard using Google Maps, Gemini, and Imagen3. Should not be called
+ * Create a postcard using Google Maps, Gemini, and Imagen 3. Should not be called
  * directly from clients, instead route through callPostcardFlow
  *
  * @see callPostcardFlow

diff --git a/vision/README.md b/vision/README.md
@@ -5,15 +5,15 @@ This directory contains examples and guides for using Google Cloud's Vision AI p
 ## Getting Started
 
 - [Image Generation](getting-started/image_generation.ipynb): Introduction to generating images with Google Cloud's Imagen models.
-- [Imagen3 Image Generation](getting-started/imagen3_image_generation.ipynb): Learn how to use the Imagen3 model for text-to-image generation.
+- [Imagen 3 Image Generation](getting-started/imagen3_image_generation.ipynb): Learn how to use the Imagen 3 model for text-to-image generation.
 - [Image Editing](getting-started/image_editing.ipynb): Edit images using Imagen and provide text instructions.
 - [Image Editing Mask Mode](getting-started/image_editing_maskmode.ipynb): Explore using the mask mode feature of image editing.
 - [Visual Question Answering](getting-started/visual_question_answering.ipynb): Learn to ask questions about images and get relevant answers.
 - [Visual Captioning](getting-started/visual_captioning.ipynb): Generate captions that describe the content of images.
 
 ## Use Cases
 
-- [Advanced Prompting for Imagen2](use-cases/advanced_prompting_for_imagen2.ipynb): Deep dive into advanced prompting techniques to enhance your Imagen2 image generation results.
+- [Advanced Prompting for Imagen 2](use-cases/advanced_prompting_for_imagen2.ipynb): Deep dive into advanced prompting techniques to enhance your Imagen 2 image generation results.
 - [Creating High Quality Visual Assets with Gemini and Imagen](use-cases/creating_high_quality_visual_assets_with_gemini_and_imagen.ipynb): Learn to create high-quality visual assets by combining the power of Gemini and Imagen.
 - [Brochure Creation Using Imagen](use-cases/brochure-creation-using-imagen/brochure_creation_using_imagen.ipynb): Step-by-step guide on how to use Imagen for generating creative brochure designs.
 - [HEY_LLM / IMAGEN](use-cases/hey_llm/README.md): Custom Google Sheets functions that bring the power of Gemini and Imagen right into your spreadsheets.

diff --git a/vision/use-cases/advanced_prompting_for_imagen2.ipynb b/vision/use-cases/advanced_prompting_for_imagen2.ipynb
@@ -339,7 +339,7 @@
         "GEMINI_MODEL_PRO = \"gemini-1.0-pro-001\"\n",
         "VISION_MODEL = \"imagegeneration@006\"\n",
         "\n",
-        "## Imagen2 configs\n",
+        "## Imagen 2 configs\n",
         "ASPECT_RATIOS_OPTIONS = [\"1:1\", \"9:16\", \"16:9\", \"3:4\", \"4:3\"]\n",
         "NUMBER_OF_IMAGES = 4  # Between 0-4\n",
         "GUIDANCE_SCALE = 90  # Controls the strength of the prompt. Suggested values are:* 0-9 (low strength) * 10-20 (medium strength)* 21+ (high strength)\n",