ComfyUI Node: ezXY Assemble Plot

ezXY Assemble Plot:

The ezXY_AssemblePlot node is designed to help you create a cohesive plot by assembling multiple images along with their corresponding x and y labels. This node is particularly useful for visualizing data in a structured format, making it easier to interpret complex datasets. By leveraging this node, you can efficiently combine images and labels into a single, organized plot, which can be beneficial for presentations, data analysis, and artistic projects. The primary goal of this node is to streamline the process of plotting images with labels, ensuring that the final output is both visually appealing and informative.

ezXY Assemble Plot Input Parameters:

images

This parameter expects a list of images that you want to include in the plot. Each image should be a tensor, and the list can contain multiple images that will be arranged according to the provided x and y labels. The quality and arrangement of the final plot heavily depend on the images provided.

x_labels

This parameter takes a list of labels for the x-axis. These labels will be positioned along the horizontal axis of the plot, corresponding to the images. The labels help in identifying and differentiating the images based on their x-axis position.

y_labels

This parameter accepts a list of labels for the y-axis. These labels will be positioned along the vertical axis of the plot, corresponding to the images. Similar to the x_labels, these labels assist in identifying and differentiating the images based on their y-axis position.

ezXY Assemble Plot Output Parameters:

plot

The output of this node is a single tensor representing the assembled plot. This plot includes all the provided images arranged according to the x and y labels, creating a cohesive and organized visual representation. The output plot is ready for further analysis, presentation, or artistic use.

ezXY Assemble Plot Usage Tips:

• Ensure that the images provided are of consistent dimensions to avoid any alignment issues in the final plot.
• Use clear and concise labels for both x and y axes to enhance the readability and interpretability of the plot.
• If the plot appears oversized, consider resizing the images or adjusting the label positions to fit within the desired dimensions.

ezXY Assemble Plot Common Errors and Solutions:

Mismatched label and image count

• Explanation: The number of x or y labels does not match the number of images provided.
• Solution: Ensure that the length of the x_labels and y_labels lists matches the number of images in the images list.

Oversized labels

• Explanation: The labels are too large, causing them to overlap or extend beyond the plot boundaries.
• Solution: Resize the labels or adjust their positions to fit within the plot dimensions. You can use image processing libraries like cv2 to resize the labels appropriately.

Inconsistent image dimensions

• Explanation: The images provided have varying dimensions, leading to alignment issues in the final plot.
• Solution: Preprocess the images to ensure they have consistent dimensions before passing them to the node. This can be done using image processing tools to resize or crop the images as needed.