Variational Autoencoders in Computer Vision

Valentina Alto
4 min readJan 17, 2021

In my previous article, I’ve been talking about Autoencoders and their applications, especially in the Computer Vision field.

Generally speaking, an autoencoder (AE) learns to represent some input information (in our case, images input) by compressing them into a latent space, then reconstructing the input from its compressed form to a new, auto-generated output image (again in the…

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Valentina Alto

Data&AI Specialist at @Microsoft | MSc in Data Science | AI, Machine Learning and Running enthusiast