SSVAE Generative Model Debug View

Published: 24 May 2024
on channel: Jim Beno
433
16

This is a debug view that shows how a generative model works with the MNIST dataset of handwritten digits. The model is a Semi-Supervised Variational Auto-Encoder (SSVAE). There is an Encoder and a Decoder, as well as a Classifier. I step through the iterations, and we can see the error and accuracy improve, and the generated digits gradually transform from white noise to clear numbers from 0 through 9. This helped me debug an SSVAE model for a class project, and really understand how it works.


On this page of the site you can watch the video online SSVAE Generative Model Debug View with a duration of hours minute second in good quality, which was uploaded by the user Jim Beno 24 May 2024, share the link with friends and acquaintances, this video has already been watched 433 times on youtube and it was liked by 16 viewers. Enjoy your viewing!