PyTorch Transfer Learning Tutorial
I have written this for PyTorch official tutorials. Please read this tutorial there.
In this tutorial, you will learn how to train your network using transfer learning. You can read more about the transfer learning at cs231n notes.
Quoting this notes: In practice, very few people train an entire Convolutional Network from scratch (with random initialization), because it is relatively rare to have a dataset of sufficient size. Instead, it is common to pretrain a ConvNet on a very large dataset (e.g. ImageNet, which contains 1.2 million images with 1000 categories), and then use the ConvNet either as an initialization or a fixed feature extractor for the task of interest. …