Text-to-Image Replicate

The Text-to-Image Replicate feature can reverse-engineer prompts and variables from reference images, suitable for generating similar style works from images you like.

When to Use

• See a reference image you like and want to generate similar style images
• Want to learn an image's style, composition, or color scheme
• Need to extract reproducible prompts from reference images

How to Use

Steps

1. Enter the Text-to-Image workspace
2. Upload a reference image (click the "Reference Image" button)
3. Select Replicate mode
4. Click start processing
5. AI analyzes the reference image and generates a prompt
6. Preview the generated results
7. Click Apply to Current Prompt

Interface Description

• Reference Image Area: Displays the uploaded reference image thumbnail
• Generated Prompt: The AI reverse-engineered prompt text
• Extracted Variables: Variable parameters identified from the image
• Apply Button: Writes results to the current workspace

How It Works

Analysis Process

AI analyzes the reference image's:

• Subject content and composition
• Color matching and tone
• Lighting effects and atmosphere
• Style characteristics and artistic techniques

Output

After analysis, it generates:

• Prompt: A complete prompt describing the image content and style
• Variables: Variable parameters extracted from the image (e.g., subject, style, tone)

Variable Processing

• Extracted variables automatically fill with default values
• Variable names are semantic (e.g., "subject", "style", "tone")
• You can modify variable values to adjust generation results

Use Cases

Case 1: Replicate Artistic Style

Reference image: A cyberpunk-style city night scene

Generated prompt:
A futuristic city night scene, flickering neon lights, towering buildings,
rain-soaked streets reflecting colorful lights, cyberpunk style,
high contrast, purple and blue as main colors

Extracted variables:
- Subject: Futuristic city
- Style: Cyberpunk
- Tone: Purple and blue
- Atmosphere: Rainy night

Case 2: Learn Composition Methods

Reference image: A portrait using golden ratio composition

Generated prompt:
A portrait of a young woman, using golden ratio composition,
soft natural light, shallow depth of field, warm tones,
photography style

Extracted variables:
- Subject: Young woman
- Composition: Golden ratio
- Lighting: Soft natural light
- Style: Photography

Difference from Style Learning

Common Questions

What if the generated prompt is inaccurate?

• Edit the generated results in the preview dialog
• Adjust the extracted variable values
• Regenerate if needed; each run may produce different results

Can I replicate any image?

• Supports PNG/JPEG format
• File size must not exceed 10MB
• Replication effect depends on image clarity and feature distinctiveness

How to further optimize after replication?

• After applying to current prompt, you can continue using the optimization feature
• Adjust variable values for fine-tuning
• Use the testing feature to verify the result

Related Pages

• Text-to-Image Workspace
• Style Learning
• Smart Variable Fill