Parsing our dataset

As with every one of these networks, data is life. Without good data, there's no way our network will be effective. In this case, we'll take advantage of data sources from the authors of the aforementioned paper to experiment with this network.

Getting ready

We always need to ensure that we're building the right structure in our repository. A tidy workspace will lead to cleaner code—trust me! The following tree is in our Pix2Pix folder at our $HOME directory in Ubuntu:

├── docker
│   ├── build.sh
│   ├── clean.sh
│   └── Dockerfile
├── README.md
├── run.sh
└── src
|   ├──

Create placeholders for all of the shell scripts in the docker folder; go ahead and make the src directory, which we'll use throughout this book.

How to do it...

By now, you must be used to building Docker images and downloading data. The following recipe streamlines those steps and downloads the data within the image for simplicity.

Building the Docker container with a new Dockerfile

The Docker container is...