Control Image Generation
Control image generation
Guide image generation with more than just text. Use edge detection, depth maps, and sketches to get the results you want.
What you can do
Use edge detection to keep specific shapes and lines from an image. Great for preserving architecture or recreating specific compositions.
Control depth and space with depth maps. Perfect for retexturing objects while keeping their 3D structure intact.
Turn rough sketches into detailed images. Start with a simple drawing and let the model fill in the details.
Create artistic QR codes and patterns that actually work when scanned.
Models we recommend
For professional work
The FLUX models deliver reliable results with clean outputs:
- FLUX.1 Depth Pro for depth-based control
- FLUX.1 Canny Pro for edge detection
For speed
Latent Consistency Model runs in about 0.6 seconds per image. It includes:
- Edge detection control
- Image-to-image generation
- Support for large batches (up to 50 images)
- Quality results in just 4-8 steps
For creative projects
Illusion makes cool images with spiral or other patterns, and artistic QR codes that still scan.
ControlNet Scribble turns simple drawings into detailed images - great for sketching out ideas.
Try it out
Play with different control methods in the playground. Test models side by side and experiment until you find what works.
Want to learn how it works? Read our guide →
Questions? Join us on Discord.
Featured models
black-forest-labs/flux-depth-pro
Professional depth-aware image generation. Edit images while preserving spatial relationships.
Updated 1 month, 1 week ago
261K runs
black-forest-labs/flux-canny-pro
Professional edge-guided image generation. Control structure and composition using Canny edge detection
Updated 1 month, 2 weeks ago
367.8K runs
fofr/latent-consistency-model
Super-fast, 0.6s per image. LCM with img2img, large batching and canny controlnet
Updated 1 year, 9 months ago
1.5M runs
andreasjansson/illusion
Monster Labs' control_v1p_sd15_qrcode_monster ControlNet on top of SD 1.5
Updated 2 years, 1 month ago
407.5K runs
zylim0702/qr_code_controlnet
ControlNet QR Code Generator: Simplify QR code creation for various needs using ControlNet's user-friendly neural interface, making integration a breeze. Just key in the url !
Updated 2 years, 3 months ago
758.4K runs
jagilley/controlnet-scribble
Generate detailed images from scribbled drawings
Updated 2 years, 8 months ago
38.3M runs
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