Welcome to the simplified yet powerful background replacement workflow using the Flux ControlNet Depth model! This streamlined workflow allows you to change backgrounds effortlessly while preserving the subject’s details. Whether you’re a beginner or an experienced creator, this setup is straightforward to use and highly efficient.

Functionality

• Flexible Output: Works well with different image sizes and allows fine control over masking and edge blending.
• Depth-based ControlNet Integration: Uses the depth map to maintain the subject’s basic structure and enhance background coherence.
• Masking & Edge Refinement: Features nodes like Inspyrenet and Mask Grow to control subject cutouts and achieve clean edges, eliminating common issues like rough borders.
• Accurate Subject Replacement: The workflow intelligently isolates the subject using the Big lama Remover and then reintegrates the original subject, minimizing distortions.
• Easy Model Management: Compatible with existing SDXL ControlNet nodes and samplers, reducing the need for additional installations.

Demo

Video Tutorial

For a detailed walkthrough, watch the Youtube video tutorial:

https://youtu.be/72kL3E6LpXo