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.
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Release files for image-grouping-tool 0.1.4
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