Control map prototyping
Test which edge preprocessing produces the best structural lock.
A tunable Canny Dev tier for fast edge-guided experiments — test structure-locked prompts before Pro delivery.
A tunable Canny Dev tier for fast edge-guided experiments — test structure-locked prompts before Pro delivery.
Test which edge preprocessing produces the best structural lock.
Turn rough edge frames into colored comps for reviews.
Keep layout fixed while trying several visual directions.
Same Canny paradigm as Pro with Dev-level tuning and cost.
Find the balance between edge fidelity and prompt creativity.
Pick output scale suited to drafts versus near-final comps.
Validate edge maps and prompts before upgrading to Canny Pro.
Useful for tooling that generates Canny controls automatically.
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.
Cleaner controls help smaller Dev tiers stay on structure.
Use Canny Pro when the render must ship externally.
Small guidance changes can dramatically affect edge adherence.
Dev still needs clear style and subject language in the prompt.
Edge-guided control compared — use Pro for delivery and Dev to prototype structure-locked prompts.
| Feature | FLUX.1 Canny Pro Open page | FLUX.1 Canny DevCurrent You’re viewing this model |
|---|---|---|
| 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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