Z-Image Turbo Inpainting

Z-Image Turbo Inpainting

This workflow is a fast and powerful inpainting pipeline built on Z-Image Turbo, designed for precise edits while preserving the original image structure. It combines depth-aware ControlNet guidance with mask-based inpainting, making it ideal for controlled modifications like face edits, object replacement, or scene refinement.

What this workflow does

This workflow performs high-speed, precision inpainting using the Z-Image Turbo model. It allows you to edit specific parts of an image using a mask while keeping the rest of the image untouched. By combining depth-based guidance with ControlNet, it ensures that all edits follow the original structure and perspective of the image, resulting in natural and consistent outputs.

What makes this workflow special?

• Turbo speed – Optimized sampling for very fast generation

• Depth-aware editing – Uses DepthAnything V2 to maintain realistic structure

• Accurate inpainting – Edits only the masked region with high precision

• Seamless blending – Differential diffusion improves transitions and detail consistency

Best Use Cases

• Face corrections and enhancements

• Changing outfits or accessories

• Object removal or replacement

• Fixing image defects or unwanted elements

• Background edits while preserving perspective

• Controlled creative edits without breaking composition