A LoRA for Flux Kontext Dev that fuses a reference image (left) with a lineart map (right).
It preserves identity and style from the reference while following the lines and contours from the control.
This LoRA was primarily trained on human characters and objects, but it works well with stylized art too.
The main goal is to preserve identity — facial features, clothing, or style — from the reference image, while adapting them to the structure given by the lineart map.
⚙️ How to use
Concatenate two images side by side:
Left: reference image (person, character, or object).
Right: lineart map (black & white contour drawing).
Add the trigger word `refcontrollineart` in your prompt.
Adjust LoRA weight (recommended 0.7–1.0).
✅ Example prompt
refcontrolcanny, change ineart to photo with reference from left
🎯 What it does
Preserves identity and style of the reference.
Uses lineart to control outlines, proportions, and composition.
Works for both realistic and stylized generations.
⚡ Tips
Best results when the lineart map is clear and clean (minimal shading).
📌 Use cases
Converting sketches to full artworks while keeping reference identity.
Character redraws in different art styles.
Consistent character design across multiple illustrations.
Turning lineart drafts into photorealistic or stylized renders.
