Image clustering for objects and faces using Tensorflow, DeepFace and DBSCAN clustering.
This code provides a series of classes that enable simple clustering of images. Room for improvement!
✅ Object Clustering.
✅ Face Clustering.
✅ Visual window utils.
❌ Different file types.
DBSCAN clustering can be learned about here: https://scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html#sphx-glr-auto-examples-cluster-plot-dbscan-py
If you know how many classes you're trying to cluster, this is not for you. Checkout this:# https://towardsdatascience.com/how-to-cluster-images-based-on-visual-similarity-cd6e7209fe34