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Here we present a way to cluster images using Keras (VGG16), UMAP & HDBSCAN

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images/pokemon

images/pokemon

 
 

visualisations/main

visualisations/main

 
 

README.md

README.md

 
 

copy_files.py

copy_files.py

 
 

dimensionality_clustering.py

dimensionality_clustering.py

 
 

image_feature_extraction.py

image_feature_extraction.py

 
 

main.py

main.py

 
 

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Image Clustering

Developed by Tim Avni (tavni96) & Peter Simkin (DolphinDance)

Here we present a way to cluster images using Keras (VGG16), UMAP & HDBSCAN. The output is a zoomable scatterplot with the images.

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ClusterD3

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Here we present a way to cluster images using Keras (VGG16), UMAP & HDBSCAN

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computer-vision clustering image-processing dimensionality-reduction image-clustering

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