How to use seed numbers to create consistent AI-generated images

Venice.ai

2024-12-02

Generated images often vary significantly between prompts, making it challenging to create a cohesive series of images with consistent characters, scenes, or styles. Venice's seed feature in Advanced Settings helps solve this problem by letting you maintain visual consistency across multiple generations.

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What is Venice.ai?

Venice.ai is an uncensored AI image generator that allows you to control your image creation using AI seed numbers and other image generation features. Venice doesn’t impose any AI image generation restrictions beyond those already inherent within the open-source models that the platform uses. This gives you more flexibility and creativity in your work.

What are seed numbers in AI image generation?

Seed numbers are numerical values that control the randomness in image generation. Think of them as coordinates that tell the AI exactly where to start in its vast space of possible images. Using the same seed with the same prompt will generate very similar images, while changing the seed creates variations.

Why use seed numbers in AI for image consistency

Seed numbers help maintain consistency when you need to:

Create multiple images of the same character in different poses
Generate a series of related scenes with consistent style
Produce variations of an image while keeping core elements intact

Seeds enable you to build a collection of visually cohesive images for a project. Let’s try it out.

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Step-by-step guide to generating consistent images using seed numbers

Step 1: Generate your first image

Write a prompt for a simple scene like "A red ceramic teapot with a curved spout with the word "tea" in a serif font on it, resting on a marble counter." Enter it into the prompt field and click the blue arrow to generate the image.

Step 2: Find the seed of your AI-generated image

Right-click on your generated image and select "get info" to find the seed value. Copy or save this number for your next generations.

The seed is a unique identifier that helps Venice recreate similar characteristics in future generations.

Step 3: Insert the seed in Advanced Settings

Click the settings icon in the top right corner, then select the image icon to open image generation settings.

Scroll to the bottom and click "Advanced Settings" to find the seed value field. Enter your saved seed value here.

Step 4: Generate a new image using the seed

Create variations by modifying only the specific elements. For example, change "with the word "tea" in a serif font on it” to "with a floral pattern" while keeping the rest of the prompt identical. Click generate to create your new image with consistent elements.

Note that consistency will not always be perfect. Keep experimenting with the prompt until you get the desired result.

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Best practices for consistent image generation

Maximize AI-generated image consistency by following these guidelines:

Prompt structure:

Keep character descriptions identical between prompts
Place character details at the beginning of the prompt
Only modify the elements you want to change

Seed number management:

Document seed numbers that produce good results
Test multiple seeds to find the most consistent one
Use the same seed across an entire image series

Model selection also affects how seeds behave. Different models may interpret the same seed differently, so stick with one model throughout your series. The FLUX model we used in the tutorial typically provides the most consistent and high quality results.

Try Venice's AI-image generation today

Whether you're creating character art, building visual narratives, or developing a cohesive image series, Venice's seed feature helps you maintain consistency across your AI-generated images.

Venice's free uncensored AI image generator offers the following at no cost:

No account required
5 image prompts per day
Access to multiple open-source AI models
Preset styles and aspect ratios for customization
Venice.ai doesn’t store your image prompts or data

Start generating consistent AI images with Venice today – no account required.

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