ComfyUI Node: XYZ Plot

XYZ Plot:

The XyzPlot __Browser node is designed to facilitate the visualization of data in a three-dimensional plot format, specifically tailored for AI-generated images. This node allows you to map different sets of values along the X, Y, and Z axes, creating a comprehensive visual representation of the relationships between these variables. By organizing and displaying images based on specified criteria, the XyzPlot __Browser helps in analyzing and comparing different image outputs effectively. This node is particularly useful for AI artists who want to explore the impact of varying parameters on generated images, providing a clear and structured way to visualize complex data sets.

XYZ Plot Input Parameters:

images

This parameter accepts a list of images that will be used in the plot. The images are the primary data points that will be visualized along the X, Y, and Z axes. There are no specific minimum or maximum values for this parameter, but it is essential to provide a sufficient number of images to create a meaningful plot.

input_x

This parameter specifies the input node for the X-axis values. It determines which set of values will be plotted along the X-axis. The input should be a valid node that provides the necessary data for the X-axis.

input_y

This parameter specifies the input node for the Y-axis values. It determines which set of values will be plotted along the Y-axis. The input should be a valid node that provides the necessary data for the Y-axis.

value_x

This parameter accepts a string of values separated by semicolons, representing the different criteria to be plotted along the X-axis. For example, "1girl; 1boy". These values will be used to categorize and organize the images along the X-axis.

value_y

This parameter accepts a string of values separated by semicolons, representing the different criteria to be plotted along the Y-axis. For example, "1girl; 1boy". These values will be used to categorize and organize the images along the Y-axis.

value_z

This parameter accepts a string of values separated by semicolons, representing the different criteria to be plotted along the Z-axis. For example, "1girl; 1boy". These values will be used to categorize and organize the images along the Z-axis.

output_folder_name

This parameter specifies the name of the folder where the output plot will be saved. The default value is "xyz_plot". This helps in organizing and retrieving the generated plots easily.

input_z (optional)

This optional parameter specifies the input node for the Z-axis values. It determines which set of values will be plotted along the Z-axis. The input should be a valid node that provides the necessary data for the Z-axis.

prompt (hidden)

This hidden parameter is used internally to manage the prompt data for generating the plot. It is not intended to be modified by the user.

unique_id (hidden)

This hidden parameter is used internally to manage unique identifiers for the plot data. It is not intended to be modified by the user.

extra_pnginfo (hidden)

This hidden parameter is used internally to manage additional PNG information for the images. It is not intended to be modified by the user.

XYZ Plot Output Parameters:

None

This node does not produce any direct output parameters. Instead, it generates a visual plot saved in the specified output folder.

XYZ Plot Usage Tips:

• Ensure that the values for value_x, value_y, and value_z are correctly formatted and separated by semicolons to avoid errors in plotting.
• Use descriptive names for the output_folder_name to easily identify and retrieve your plots.
• Verify that the input nodes for input_x, input_y, and input_z (if used) are correctly configured to provide the necessary data for plotting.

XYZ Plot Common Errors and Solutions:

"Invalid input node for X-axis"

• Explanation: The input node specified for the X-axis is not valid or not configured correctly.
• Solution: Check the configuration of the input_x parameter and ensure it is a valid node providing the necessary data.

"Invalid input node for Y-axis"

• Explanation: The input node specified for the Y-axis is not valid or not configured correctly.
• Solution: Check the configuration of the input_y parameter and ensure it is a valid node providing the necessary data.

"Invalid input node for Z-axis"

• Explanation: The input node specified for the Z-axis is not valid or not configured correctly.
• Solution: Check the configuration of the input_z parameter and ensure it is a valid node providing the necessary data.

"Output folder name not specified"

• Explanation: The output_folder_name parameter is missing or empty.
• Solution: Provide a valid name for the output_folder_name parameter to ensure the plot is saved correctly.

"Values for axis not properly formatted"

• Explanation: The values provided for value_x, value_y, or value_z are not properly formatted or separated by semicolons.
• Solution: Ensure that the values are correctly formatted and separated by semicolons. For example, "1girl; 1boy".