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Cluster image files depending on similarities using ResNet50, PCA and KMeans.

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Image Clustering Tool

Usage/Examples

usage: src/cli.py [-h] source_path output_path max_n_components

Image clustering using ResNet50 & Kmeans & PCA

positional arguments:
  source_path       Path to source folder.
  output_path       Path to output folder.
  max_n_components  Maximum number of components that PCA will consider.

options:
  -h, --help    show this help message and exit

Installation

Install image clustering project with pip

pip3 install -r requirements.txt

License

MIT

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Cluster image files depending on similarities using ResNet50, PCA and KMeans.

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