embedding space

[smallelephant9516]

It looks like an amazing work. However, I feel like I need some help. I have an unlabeled dataset and I want to get a general understanding of my dataset by looking at the higher level of representation on each image in the embedding space. Where I could check the embedding of each image to visualize the cluster? Thanks for your help.

[wvangansbeke]

Hi @smallelephant9516,

Thank for your interest and trying out the code.

You could "overcluster" your dataset and visualize the prototype of each cluster to get an idea what each cluster represents.
I would also take a look at the nearest neighbors.

Have a look at eval.py to visualize the prototypes. I believe this will be helpful.

[wvangansbeke]

Hi @smallelephant9516,

If you have any more issues, let us know. Closing this for now.