I’ll need to change things around significantly.

Currently, I’m training the CNN with only 2000 vector datasets.

If I really want the CNN to stop overfitting, I’ll have to significantly increase the dataset size.

So here is the todo:

• Use the NASA exoplanet archive to create a list of existing, confirmed exoplanets. Should get over 6000 candidates
• Generate synthetic data using something like batman or someting.

I keep on seeing signs of significant overfitting, unable to be solved. The dataset size must be the problem.