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SSVAE Generative Model Debug View

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May 25, 2024
8:34

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.

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SSVAE Generative Model Debug View | NatokHD