FLUX.1-dev-ControlNet-Union-Pro-2.0

This repository contains an unified ControlNet for FLUX.1-dev model released by Shakker Labs.

https://huggingface.co/Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro-2.0

Recommended Parameters

You can adjust controlnet_conditioning_scale and control_guidance_end for stronger control and better detail preservation. For better stability, we highly suggest to use detailed prompt, for some cases, multi-conditions help.

- Canny: use cv2.Canny, controlnet_conditioning_scale=0.7, control_guidance_end=0.8.

- Soft Edge: use AnylineDetector, controlnet_conditioning_scale=0.7, control_guidance_end=0.8.

- Depth: use depth-anything, controlnet_conditioning_scale=0.8, control_guidance_end=0.8.

- Pose: use DWPose, controlnet_conditioning_scale=0.9, control_guidance_end=0.65.

- Gray: use cv2.cvtColor, controlnet_conditioning_scale=0.9, control_guidance_end=0.8.