Depth Reference Fusion LoRA
📝 Short description
A LoRA for Flux Kontext Dev that fuses a reference image (left) with a depth map (right).
It preserves identity and style from the reference while following the pose and structure from the depth map.
Trigger word: redepthkontext
Example 2
Example 3
📖 Extended description
This LoRA was primarily trained on humans, but it also works with objects.
Its main purpose is to preserve identity — facial features, clothing, or object characteristics — from the reference image, while adapting them to the pose and composition defined by the depth map.
⚙️ How to use
Concatenate two images side by side:
Left: reference image (person or object)
Right: depth map (grayscale or silhouette)
Add the trigger word
redepthkontextin your prompt.
✅ Example prompt
redepthkontext change depth map to photo
🎯 What it does
Preserves character or object identity across generations.
Embeds the subject into the new pose/scene defined by the depth map.
Works best when the depth map has similar proportions and sizes to the reference.
⚡ Tips
Works better if the depth map is not drastically different in object scale.
Can be combined with text prompts for additional background/environment control.
📌 Use cases
Human portraits in different poses.
Consistent character design across multiple scenes.
Object transformations (cars, furniture, props) with depth-guided placement.
Storyboarding, comics, or animation frame generation.