At Learnopencv.com, we have adopted a mission of spreading awareness and educate a global workforce on Artificial Intelligence. Taking a step further in that direction, we have started creating tutorials for getting started in Deep Learning with PyTorch. We hope that this will be helpful for people who want to get started in Deep Learning and PyTorch.
PyTorch for Beginners
We have created a series of tutorials for absolute beginners to get started with PyTorch and Torchvision. There are lots of tutorials on the PyTorch website and we have tried to write these tutorials in such a way that there is minimum overlap with those tutorials.
Here is a list of tutorials in this series:
Introduction to PyTorch: Basics
This post is an introduction to PyTorch for those who just know about PyTorch but have never actually used it. We cover the basics of PyTorch Tensors in this tutorial with a few examples.
PyTorch for Beginners: Image Classification using Pre-trained models
In this post, we will see how to use pre-trained networks available in TorchVision for image classification. We will take AlexNet and ResNet101 as the two main examples here Check out the full tutorialImage Classification using Transfer Learning in PyTorch
In this post, we will see how to do image classification in PyTorch.