ComfyUI Node: LayerColor: ColorAdapter

LayerColor: ColorAdapter:

The LayerColor: ColorAdapter node is designed to adapt the color scheme of an input image to match that of a reference image. This node is particularly useful for AI artists looking to harmonize the color palette of their artwork with another image, ensuring a cohesive and visually appealing result. By leveraging advanced image processing techniques, the ColorAdapter node seamlessly blends the colors from the reference image into the target image, allowing for creative and consistent color adjustments. This node is essential for tasks that require precise color matching and blending, enhancing the overall aesthetic quality of your digital art.

LayerColor: ColorAdapter Input Parameters:

image

This parameter represents the target image that you want to adjust. The node will apply the color scheme from the reference image to this target image. The input should be an image tensor.

color_ref_image

This parameter is the reference image whose color scheme will be used to adjust the target image. The node will extract the color information from this image and apply it to the target image. The input should be an image tensor.

opacity

This parameter controls the opacity level of the color adaptation effect. It determines how strongly the colors from the reference image are applied to the target image. The value ranges from 0 to 100, with a default value of 75. A higher value means a stronger color adaptation effect, while a lower value results in a more subtle effect.

LayerColor: ColorAdapter Output Parameters:

image

The output is the adjusted image with the color scheme adapted from the reference image. This image tensor reflects the blending of the target image's original colors with those of the reference image, based on the specified opacity level.

LayerColor: ColorAdapter Usage Tips:

• To achieve a subtle color adaptation, set the opacity parameter to a lower value, such as 30 or 40. This will blend the colors more gently.
• For a more pronounced color change, increase the opacity parameter to a higher value, such as 90 or 100, to make the reference image's colors more dominant.
• Experiment with different reference images to see how various color schemes can transform the mood and tone of your target image.

LayerColor: ColorAdapter Common Errors and Solutions:

"Input image tensor is empty"

• Explanation: This error occurs when the target image tensor is not provided or is empty.
• Solution: Ensure that you have selected a valid target image and that the image tensor is correctly loaded.

"Reference image tensor is empty"

• Explanation: This error occurs when the reference image tensor is not provided or is empty.
• Solution: Ensure that you have selected a valid reference image and that the image tensor is correctly loaded.

"Opacity value out of range"

• Explanation: This error occurs when the opacity value is set outside the allowed range of 0 to 100.
• Solution: Adjust the opacity parameter to a value within the range of 0 to 100.

"Mismatch in image dimensions"

• Explanation: This error occurs when the dimensions of the target image and the reference image do not match.
• Solution: Ensure that both the target image and the reference image have the same dimensions or resize them accordingly before using the node.