limbicnation
778ea98dd2
adds input validation and error handling implements auto-contrast and gamma correction options fixes indentation and formatting issues improves performance with conditional filters
📐 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
-
Clone the repository:
git clone https://github.com/yourusername/ComfyUIDepthEstimation.git -
Navigate to the repository directory:
cd ComfyUIDepthEstimation -
Install the required dependencies:
pip install -r requirements.txt
Usage
Integrate with ComfyUI
-
Copy the
depth_estimation_node.pyfile to your ComfyUI custom nodes directory. -
Update ComfyUI configuration to include the custom node if necessary.
-
Restart ComfyUI to load the new custom node.
Example Usage
-
Add the
ComfyUIDepthEstimationNodeto your pipeline in ComfyUI. -
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.