These nodes are basic tools for visualising the concepts in a dataset of paired images and caption files
The Word Cloud preview image, gives an intuitive way of seeing what is in the dataset. Words with biggest frequency appear in larger fonts. Network Graph similarly shows a node based frequency visualisation. Both visualisers are python libraries that can easily built into a comfyui workflow
daxcay
commented
7 months ago
These nodes are basic tools for visualising the concepts in a dataset of paired images and caption files
The Word Cloud preview image, gives an intuitive way of seeing what is in the dataset. Words with biggest frequency appear in larger fonts. Network Graph similarly shows a node based frequency visualisation. Both visualisers are python libraries that can easily built into a comfyui workflow
Input:
path to directory--AnyfileList Node
Output:
Image
Examples:
Optional Frequency Table:
An example of repo that uses these visualisers: https://github.com/jiayev/GPT4V-Image-Captioner Here's how it looks on their webapp: