license: apache-2.0 base_model: - black-forest-labs/FLUX.1-Kontext-dev pipeline_tag: image-to-image

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

Demo Video

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 redepthkontext in 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.

thedeoxen
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FLUX.1-Kontext-dev-reference-depth-fusion-LORA