This application of the "Variational AutoEncoder ... promising performance of deep-learning models for such applications, and we are now working to extend the approach to COVID-19 case forecasting." ...

A variational autoencoder (VAE) is a deep neural system that can be used to generate synthetic ... generate a synthetic "1" image and displays its 64 numeric values and its visual representation.

It's possible to programmatically normalize and encode raw data on the fly, but in my opinion, this approach adds complexity to the system without a big benefit. The Demo Program I used Visual ...

Sensity uses the same deep learning processes used to create fake videos. Operation Minerva takes a more straightforward approach to detecting deepfakes. This company's algorithm compares ...