A MASSIVE dataset

everyone probably knows from my previous devlog that my CNN had massive overfitting. I wanted to fix that.

You know what I did?

I downloaded every single TESS project candidate. Every. Single. One.

Although not all of these candidates are proven to be exoplanets, the algorithms used to detect it market it as very similar to an exoplanet, if not a real one. This will expand my boundaries of my training data, giving me access to ~8k vectors for training.

What I want to do in the future, is to implement an synthetic data generator, Probably using batman. I’ll have to implement things like guassian noise to add some randomenss and whatnot, along with a LOT of RNGs. But we’ll get to that when we get to it.

Wish me luck! My laptop’s about to get fried.