Sketch to final render
Turn line art or edge maps into fully rendered visuals.
Use Canny edge maps to lock structure while changing style, subject, or scene — Pro quality for controlled image generation and editing.
Use Canny edge maps to lock structure while changing style, subject, or scene — Pro quality for controlled image generation and editing.
Turn line art or edge maps into fully rendered visuals.
Change materials, lighting, or theme while preserving composition.
Use a Canny map from a photo to guide a new stylized version.
Keep outlines and layout from a control image while the prompt defines look and content.
Commercial quality when edge-guided edits must look polished.
Balance adherence to edges versus creative freedom from the prompt.
Expand short prompts for richer detail without losing structural control.
Standard JPG and PNG output for downstream design workflows.
Start with the subject, then add lighting, style, and anything that must stay the same. Upload a reference whenever you want a more controlled edit.
Noisy controls fight the prompt — preprocess edges when needed.
Let the control image handle layout; the prompt handles look.
Prototype settings on Canny Dev before a Pro delivery pass.
Higher guidance follows edges tighter; lower allows more drift.
Edge-guided control compared — use Pro for delivery and Dev to prototype structure-locked prompts.
| Feature | FLUX.1 Canny ProCurrent You’re viewing this model | FLUX.1 Canny Dev Open page |
|---|---|---|
| Best for | Structure-locked production | Edge-control experiments |
| Speed | Moderate | Fast |
| Structure control | Canny edges | Canny edges |
| Image edit | Control-image guided | Control-image guided |
| Editing precision | High | Good (draft) |
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