image-grouping-tool 0.1.1

Python library for analisys and clustering of images

Image Grouping Tool

The current package contains tools for analysing big sets of images by leveraging CNN models as images descriptors. Currently the package contains a cli tool with the following commands:

image_grouping compute_features <path_to_image_folders>

The command above scans the appointed folder for PNG and JPEG images and generates a .pt file containing the features and image paths.

image_grouping apply_pca <path_to_features_file>

Applies the PCA algorithm for dimension reduction and stores it to a second file.

image_grouping cluster <path_to_features_file>

Clusterizes data and plots results.

for a more detailed list of params it is possible to use the --help command with each of these options.