Technical requirements

The code for this chapter has been developed and tested on a macOS with Anaconda or in Google Colab and with Python 3.6. If you are using another environment, please make appropriate changes to your environment variables.

In this chapter, we will primarily be using the following Python modules, mentioned with their versions:

• PyTorch Lightning (version 1.5.10)
• Flash (version 0.7.1)
• Seaborn (version 0.11.2)
• NumPy (version 1.21.5)
• Torch (version 1.10.0)
• pandas (version 1.3.5)

Working examples for this chapter can be found at this GitHub link: https://github.com/PacktPublishing/Deep-Learning-with-PyTorch-Lightning/tree/main/Chapter04.

The source datasets can be found at the Kinetics 400 dataset source: https://deepmind.com/research/open-source/kinetics.

This is the video classification dataset that has been created by DeepMind by scraping YouTube videos. The kinetics dataset was made available by Google Inc. and is one...