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SparknightLLC-ComfyUI-Image…/README.md
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2024-12-24 23:38:14 -05:00

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# ComfyUI-ImageAutotone
A node for [ComfyUI](https://github.com/comfyanonymous/ComfyUI) that takes an input image and clips the color channels independently to increase contrast and alter color cast. This is a reinterpretation of PhotoShop's "Auto Tone" algorithm.
Special thank you to Gerald Bakker for his writeup on Adobe's various algorithms:
- https://geraldbakker.nl/psnumbers/auto-options.html
![workflow_image_autotone](workflows/workflow_image_autotone.png)
### Installation
Simply drag the image above into ComfyUI and use [ComfyUI Manager » Install Missing Custom Nodes](https://github.com/ltdrdata/ComfyUI-Manager).
### Inputs
- `image`: The input image(s) to process with the autotone algorithm
- `shadows`: The color that defines the shadows of the image. This should be a comma-separated RGB value (e.g., '0,0,0' for black) or HEX string (e.g. '#000000').
- `highlights`: The color that defines the highlights in the image. This should be a comma-separated RGB value (e.g., '255,255,255' for white) or HEX string (e.g. '#FFFFFF').
- `shadow_clip`: The percentage of pixels to clip from the shadows. This is a value between 0 and 1.
- `highlight_clip`: The percentage of pixels to clip from the highlights. This is a value between 0 and 1.
### Bonus Comparison
Below is a workflow that demonstrates the difference between Image Autotone and a few other image contrast nodes on the ComfyUI Registry.
![workflow_comparison](workflows/workflow_comparison.png)
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This node was adapted from the `[image_edit]` shortcode of [Unprompted](https://github.com/ThereforeGames/unprompted), my Automatic1111 extension.