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Getting Started with PyTorch

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.

PyTorch for Beginners: Basics
May 31, 2019

PyTorch for Beginners: Basics

The world is evolving and so is the technology serving it. It’s crucial for everyone to keep up with the…

PyTorch for Beginners: Image Classification using Pre-trained models
June 3, 2019

PyTorch for Beginners: Image Classification using Pre-trained models

Hi! This post is part of our PyTorch series. In the previous post we discussed PyTorch, it’s strengths and why…

PyTorch for Beginners: Semantic Segmentation using torchvision
June 5, 2019

PyTorch for Beginners: Semantic Segmentation using torchvision

This post is part of the series in which we are going to cover the following topics. 1. What is…

Image Classification using Transfer Learning in PyTorch
May 20, 2019

Image Classification using Transfer Learning in PyTorch

We describe how to do image classification in PyTorch. We use a subset of CalTech256 dataset to classify 10 different…

Faster R-CNN Object Detection with PyTorch
June 18, 2019

Faster R-CNN Object Detection with PyTorch

1. Image Classification vs. Object Detection Image Classification is a problem where we assign a class label to an input…

Mask R-CNN Instance Segmentation with PyTorch
June 25, 2019

Mask R-CNN Instance Segmentation with PyTorch

In this post, we will discuss the theory behind Mask R-CNN and how to use the pre-trained Mask R-CNN model…

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In 2007, right after finishing my Ph.D., I co-founded TAAZ Inc. with my advisor Dr. David Kriegman and Kevin Barnes. The scalability, and robustness of our computer vision and machine learning algorithms have been put to rigorous test by more than 100M users who have tried our products.

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