Numpy issue in encode_dataset notebook

[AstrodreamerStudio]

I am attempting to run the notebook to encode a custom dataset to train dalle-mini using the journal.
Journal trips up at step 8
T.ToPILImage()(images[0].permute(2, 0, 1))

throwing this error

---

AttributeError Traceback (most recent call last)
Cell In[25], line 1
----> 1 T.ToPILImage()(images[0].permute(2, 0, 1))

AttributeError: 'numpy.ndarray' object has no attribute 'permute'

Any help will be appreciated!