This project features an autoencoder model trained to encode, compress, and decode hand-written digits. There are two files, model_functions.py which contains the functions and structure of the model.
"train_dataset = MNIST(dataset_path, transform=mnist_transform, train=True, download=True)\n", "test_dataset = MNIST(dataset_path, transform=mnist_transform, train ...
In this article, we only focus on a simple VAE in PyTorch and visualize its latent representation after training on the MNIST dataset. Let’s begin by importing some libraries: import torch import ...
Besides being an AI enthusiast, I am the composer and guitarist of the symphonic death metal band Shadows Dance. The reason I share our new song is that the video was generated using AI.
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