Scalable Convolutional Autoencoder (SCA)

A fun way to watch Autoencoders learn to reconstruct pictures from latent space.

A very basic Autoencoder Architecture is designed, which can be trained on the local machine.

V4.mp4

Installation

It is recommended to install libraries in a virtual environment.

• Create virtual environment using venv:

python -m venv venv

• Activate virtual environment:
  • For linux:

  source venv/bin/activate

  • For windows:

  venv\Scripts\activate

• Install the required libraries using pip:

pip install -r requirements.txt

• Run the application:

python tkinter_gui.py

Authors

• @JaskiratSudan