ExifData Analytics
is a toolbox of python scripts designed for the analytical evaluation of EXIF metadata from AI-generated images. This project provides the ability to gain insights into image generation parameters and trends. It's useful for understanding the usage patterns of different models and settings used in AI image generation.
Key Features
Metadata Extraction and Normalization
Database Management for metadata entries
Parameter Analysis (Sampler, CFG scale, Size, Model, VAE, Denoising strength)
Keyword Analysis with Keywords provided by the user, a txt file with Keywords or the default Keyword list
TF-IDF Analysis for important terms in metadata
Visualization of parameter frequencies and TF-IDF scores
for more information read my Article about it
https://civitai.com/articles/6008/exifdata-analytics
or go direct to my github
https://github.com/Confuzu/ExifData_Analytics