search

erdogant / clustimage

clustimage is a python package for unsupervised clustering of images.
https://erdogant.github.io/clustimage
Other
92 stars 8 forks source link

Transfer learning #8

Closed MalekBezzina closed 2 years ago

MalekBezzina commented 2 years ago

Hello, is there a way to use the transfer learning technique with this model? I would like to use it repeatedly with a cumulative dataset

erdogant commented 2 years ago

It is possible to store and load the model for later usage. See more information in the docs.

But the results are unsupervised, and thus no labels are used in the modeling. Adding more data points would be as easy as re-running the model with the cumulative dataset. If you want to do a mapping of new unseen data points into the existing data space you can use the find functionality. I now added a whole section for this alone in the documentation pages.

MalekBezzina commented 2 years ago

Hello, Thank you so much for you help and guidance, it is very much appreciated !