Generate Images with Structure Control
Create AI-generated images that follow the structure and composition of your reference image. Control depth, edges, poses, and layouts while generating completely new content with Stable Diffusion.
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Control Types
Preserve the 3D depth structure of your reference for realistic spatial relationships.
Follow the edges and outlines of your reference for precise shape matching.
Maintain body poses and positions from reference images for character generation.
Why Choose Structure Control
Precise Control
Guide AI generation with exact structural constraints from your reference images.
Creative Freedom
Generate entirely new content while respecting the composition you want.
Multiple Control Types
Choose from depth, edge, pose, segmentation, and more control methods.
How It Works
Upload Reference
Upload an image with the structure you want to preserve.
Choose Control Type
Select depth, edge, pose, or other control method.
Describe Output
Write a prompt describing what you want to generate.
Generate & Download
AI creates your image following the structure.
Perfect For Creative Professionals
Concept Artists
Use rough sketches or photos as structure guides for polished concept art.
Product Design
Generate product variations while maintaining consistent shapes and layouts.
Architecture
Visualize buildings in different styles while preserving structural layouts.
Fashion Design
Generate outfit variations on the same pose for design exploration.
Powered by ControlNet Technology
Structure Control uses ControlNet with Stable Diffusion to add precise structural conditioning to AI image generation. Different control types extract different structural information - depth for 3D space, edges for outlines, poses for body positions.
What to Expect
Works Great For
- •Clear reference images with defined structures
- •Architectural and product imagery
- •Pose-based character generation
Considerations
- •Very complex scenes may not transfer perfectly
- •Prompt quality significantly affects output
- •Some control types work better for certain subjects
Tips for Best Results
- • Use depth control for scenes with clear foreground/background separation.
- • Edge control works best with images that have clear outlines.
- • Pose control is ideal for character and figure generation.
- • Write detailed prompts that match your structural reference.
- • Adjust control strength to balance structure and creativity.
- • Experiment with different control types for the same reference.
Frequently Asked Questions
What is structure control?
It's a way to guide AI image generation using structural information (depth, edges, poses) from a reference image.
Which control type should I use?
Depth for 3D scenes, edge for shapes and outlines, pose for characters. Experiment to find what works best.
Can I use any image as a reference?
Yes, any image can be analyzed for its structure. Clearer images with defined elements work best.
How is this different from style transfer?
Style transfer changes appearance while keeping content. Structure control generates new content while keeping structure.
What resolution are outputs?
Outputs are generated at up to 1024x1024 or matching aspect ratio for high-quality results.
What to Do Next
Continue your workflow with these tools
Ready to Control AI Generation?
Generate images that follow your structural vision. Precise control meets creative AI.
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