flux-controlnet-depth-v3
| Property | Value |
|---|---|
| License | FLUX.1-dev Non-Commercial License |
| Author | XLabs-AI |
| Resolution | 1024x1024 |
| Type | ControlNet Depth Model |
What is flux-controlnet-depth-v3?
Flux-controlnet-depth-v3 is a specialized ControlNet checkpoint designed to work with the FLUX.1-dev model for depth-aware image generation. This v3 version represents an improved and more realistic iteration that's directly compatible with ComfyUI, offering enhanced control over image generation based on depth information.
Implementation Details
The model is specifically trained and optimized for 1024x1024 resolution images, leveraging depth information to guide the image generation process. It integrates seamlessly with the ComfyUI interface through custom nodes and provides comprehensive workflow support.
- Trained specifically for 1024x1024 resolution
- Compatible with ComfyUI through custom nodes
- Improved realism in v3 version
- Depth-based control for precise image generation
Core Capabilities
- Depth-aware image generation and manipulation
- High-resolution output support
- Integration with FLUX.1-dev base model
- Custom workflow support through ComfyUI
Frequently Asked Questions
Q: What makes this model unique?
This model specializes in depth-aware image generation, offering enhanced control over spatial relationships in generated images. The v3 version particularly stands out for its improved realism and direct ComfyUI compatibility.
Q: What are the recommended use cases?
The model is ideal for applications requiring precise depth control in image generation, such as architectural visualization, scene composition, and depth-aware image editing. It's particularly effective when used with the provided ComfyUI workflows.
