Optimizing AI Fashion Image Generation: Understanding the Settings Menu

Optimize your AI fashion image generation with the right settings! Learn how variation level, prompt weight, seed, and aspect ratio impact your designs.
Hajeong Baek's avatar
Jan 08, 2025
Optimizing AI Fashion Image Generation: Understanding the Settings Menu

When using an AI fashion image generator, adjusting the settings correctly can help you achieve the best results for your design needs. Whether you’re creating mood boards, developing product concepts, or visualizing new fashion collections, understanding the variation level, prompt weight, and seed settings will help you fine-tune the AI’s output.

1. Variation Level: Controlling Image Diversity

Variation level
Variation level

What is it?
The variation level determines how different the generated images are from one another.

  • Higher Variation ⬆️: Produces diverse outputs with varying details, textures, and styles. Great for exploring multiple creative directions.

  • Lower Variation ⬇️: Generates images with minimal differences, keeping designs consistent. Ideal for refining a specific style or silhouette.

💡 Best practice: If you need multiple versions of a similar design, lower the variation level. If you're exploring fresh ideas, increase it for more variety.

2. Prompt Weight: How Strictly AI Follows Your Description

Prompt weight
Prompt weight

What is it?
Prompt weight controls how much importance the AI gives to your text description.

  • Higher Prompt Weight ⬆️: AI strictly follows your prompt, ensuring precise adherence to your input (e.g., “Floral Maxi Dress with Asymmetrical Overlay”).

  • Lower Prompt Weight ⬇️: AI has more creative freedom, leading to unexpected and innovative results.

3. Ratio: Choosing the Right Aspect Ratio for Fashion Products

What is it?
The ratio setting defines the aspect ratio (width-to-height) of the generated image, which is crucial for ensuring that the AI output aligns with e-commerce and fashion industry standards.

  • 2:3 Ratio (Default setting)

    • Ideal for full-body model shots, dresses, pants, and other long silhouettes.

    • This ratio is commonly used in fashion editorials, e-commerce model images, and promotional content.

      Image ratio for full-body model shots
      Image ratio for full-body model shots
  • 1:1 Ratio

    • Best for tops, bags, and accessories that need a balanced composition.

      Image ratio for bag
      Image ratio for bag

4. Seed: Reproducing Consistent Results

About seed in settings
About seed in settings

What is it?
The seed value determines the randomness in AI-generated images.

  • Fixed Seed: Entering the same seed number will regenerate the same image under the same settings. Useful for consistency in branding and design refinement.

  • Randomized Seed: Turning on the “randomized” option ensures every image is unique, even if the settings remain unchanged.

Enhance Your Fashion Image Generation with the Right Settings

Understanding these settings allows you to better control your AI-generated fashion images, whether you're designing runway collections, ecommerce visuals, or brand mood boards.

By adjusting variation levels, prompt weight, and seed values, you can refine your results to match your creative vision.

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