This repsitory contains code for Autoencoder in TensorFlow 2: Beginner’s Guide blogpost.

This repository also trains the Autoencoder in Tensorflow framework on Fashion-MNIST and Cartoon dataset. The cartoon dataset can be downloaded from here.

The current requirements have been validated with Python 3.12.x. Create a fresh virtual environment and install the pinned dependencies before running the notebook locally.

python3 -m venv .venv
source .venv/bin/activate
python3 -m pip install -U pip
pip install -r requirements.txt

• Activate the virtualenv

$ source your-venv/bin/activate

• Add the virtualenv as a jupyter kernel

(your-venv)$ ipython kernel install --name "local-venv" --user

Replace local-venv with your virtualenv name.

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