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Ssl

March 2023

• Self-supervised learning

Self-supervised learning

In this practical, we will need two things:

• The SSL notebook and related utility script. Download them here

• You will also need to have the Capture-24 datasets in a numpy format. You should already obtain the files in the previous practicals. If you don’t have access to these to files, either ask a fellow coworker who does or ask your tutor for help:

  • X.npy
  • y.npy

Then you should be ready to go. In this practical, you are going to try using the pre-trained models, develop your own self-supervised learning tasks and try exploring different types of fine-tuning for transfer learning.