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flux-controlnet-depth-v3

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Stable Diffusion
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Flux
controlnet
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metadata
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.
language:
  - en
pipeline_tag: text-to-image
tags:
  - Stable Diffusion
  - image-generation
  - Flux
  - diffusers
  - controlnet

Controlnet collections for Flux

This repository provides a Depth ControlNet checkpoint for FLUX.1-dev model by Black Forest Labs

Example Picture 1

See our github for comfy ui workflows. Example Picture 1

See our github for train script, train configs and demo script for inference.

Models

ControlNet is trained on 1024x1024 resolution and works for 1024x1024 resolution. We release v3 version - better and realistic version, which can be used directly in ComfyUI!

Please, see our ComfyUI custom nodes installation guide

Examples

See examples of our models results below.
Also, some generation results with input images are provided in "Files and versions"

Inference

To try our models, you have 2 options:

  1. Use main.py from our official repo
  2. Use our custom nodes for ComfyUI and test it with provided workflows (check out folder /workflows)

Please, try our workflow "depth_workflow.json"

Example Picture 1 Example Picture 1

License

Our weights fall under the FLUX.1 [dev] Non-Commercial License