Double image in jupyter console

This works great in `ipython` where it displays as expected, but in `jupyter console` it displays images twice:

<img width="586" height="945" alt="Image" src="https://github.com/user-attachments/assets/d2ceb5b1-ce02-46b4-b2a6-223d5c10ee33" />