This project showcases the workflow done by Max Wadsworth in from data preprocessing to model creation of a VAE learn about SEM images and fundamentally predict solar cell parameters associated with them. This project will serve as a filter to predict whether the SEM material being viewed surpasses a threshold value. The project is maintained by the creator of this repository and any question or concerns about data or model should be addressed to them.