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

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.