RefControl Flux Kontext – Reference Canny LoRA
📝 Short description
A LoRA for Flux Kontext Dev that fuses a reference image (left) with a canny edge map (right).
It preserves identity and style from the reference while following the edges and outlines from the control.
Trigger word: refcontrolcanny
📊 Examples
| Reference | Result |
|---|---|
📖 Extended description
This LoRA was primarily trained on humans and characters, but it works with objects and scenes as well.
The main purpose is to preserve identity — facial features, clothing, style — from the reference image, while using the canny edge map to define contours, composition, and layout.
⚙️ How to use
- Concatenate two images side by side:
- Left: reference image (person, character, or object).
- Right: canny edges (line structure).
- Add the trigger word
refcontrolcannyin your prompt. - Adjust LoRA weight (recommended 0.8–1.0) depending on how strictly you want to follow edges.
✅ Example prompt
refcontrolcanny, change canny edges to photo with reference from left
🎯 What it does
- Preserves style and identity of the reference.
- Uses canny edges to control structure, outline, and composition.
- Produces consistent results across different poses and layouts.
⚡ Tips
- Works best if the canny map captures clean edges with minimal noise.
📌 Use cases
- Character consistency in illustrations and comics.
- Stylized redraws of objects with sharp outlines.
- Scene composition based on silhouettes.
- Rapid prototyping of layouts and storyboards.