arjunv / imclus

image clustering via image hashes + DBSCAN

super simple example of image clustering with image hashes (wavelet hashing in particular) and DBSCAN.

install deps: pip3 install -r requirements.txt

to run:

• store all images in static/img/ directory
• empty data directory if u wish to do a re-run of clustering
• run python3 server.py --server to do an interactive run and decide the cluster distance and min-samples count.
• run without --server argument to move the images to clusters directory

usage: server.py [-h] [-s] [--cluster distance] [--min-samples count]

Image Cluster

optional arguments:
  -h, --help           show this help message and exit
  -s, --server         run flask server (default: False)
  --cluster distance   cluster distance (default: 1)
  --min-samples count  minimum number of samples in a cluster (default: 1)