https://github.com/elcorto/imagecluster

Cluster images based on image content using a pre-trained deep neural network, optional time distance scaling and hierarchical clustering.
https://github.com/elcorto/imagecluster

clustering deep-neural-networks image-clustering pre-trained python

Last synced: about 1 month ago
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Cluster images based on image content using a pre-trained deep neural network, optional time distance scaling and hierarchical clustering.

• Host: GitHub
• URL: https://github.com/elcorto/imagecluster
• Owner: elcorto
• License: bsd-3-clause
• Created: 2016-09-08T21:28:35.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2021-10-10T19:05:37.000Z (over 3 years ago)
• Last Synced: 2024-12-11T09:25:07.611Z (about 1 month ago)
• Topics: clustering, deep-neural-networks, image-clustering, pre-trained, python
• Language: Python
• Homepage: https://elcorto.github.io/imagecluster
• Size: 1.29 MB
• Stars: 185
• Watchers: 9
• Forks: 52
• Open Issues: 1
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

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README

        
``imagecluster`` is a package for clustering images by content. We use a

pre-trained deep convolutional neural network to calculate image fingerprints

which represent content. Those are used to cluster similar images. In addition

to pure image content, it is possible to mix in timestamp information which

improves clustering for temporally uncorrelated images.

Check the `documentation `_.