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ComfyDeploy: How ComfyUIDepthEstimation works in ComfyUI?

What is ComfyUIDepthEstimation?

A custom depth estimation node for ComfyUI using transformer models. It integrates depth estimation with automatic gamma correction, contrast adjustment, and edge detection, based on the [a/TransformDepth](https://github.com/Limbicnation/TransformDepth) repository.

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUIDepthEstimation and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

📐 ComfyUIDepthEstimation

A custom depth estimation node for ComfyUI using transformer models. It integrates depth estimation with automatic gamma correction, contrast adjustment, and edge detection, based on the TransformDepth repository.

Features

  • Depth estimation using a transformer model
  • Automatic gamma correction
  • Automatic contrast adjustment
  • Edge detection and blurring

Installation

  1. Clone the repository:

    git clone https://github.com/yourusername/ComfyUIDepthEstimation.git

  2. Navigate to the repository directory:

    cd ComfyUIDepthEstimation

  3. Install the required dependencies:

    pip install -r requirements.txt

Usage

Integrate with ComfyUI

  1. Copy the depth_estimation_node.py file to your ComfyUI custom nodes directory.

  2. Update ComfyUI configuration to include the custom node if necessary.

  3. Restart ComfyUI to load the new custom node.

Example Usage

  1. Add the ComfyUIDepthEstimationNode to your pipeline in ComfyUI.

  2. Configure the node with the necessary parameters:

    • image_path: Path to the input image.
    • output_path: Path to save the processed image.
    • blur_radius: Radius for Gaussian Blur.
    • median_size: Size for Median Filter.
    • device: Device to use for inference (cpu or gpu).

License

This project is licensed under the Apache License.