Machine Learning in Image Processing

Week 3 - Datasets

Data handling is one of the critical parts of the deep learning pipeline. In this tutorial, we are going to learn how to build a data generator over arbitrary image data.

Goals:

  • Gain experience with PyTorch's built-in datasets.
  • Learn how to perform data preprocessing and augmentation.
  • Build a custom dataset over complex image data.