Highlights: In this post we will learn what is TensorBoard and how to use it. For most people, neural networks can sometimes be a bit of black box. Debugging problems is also a lot easier when we can see what the problem is. Thankfully, TensorBoard is a tool that will help us to analyze neural networks and to visualize learning. Tutorial Overview: Sequential API Model Subclassing Intro The idea of TensorBoard is to help to…
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Highlights: Welcome everyone! In this post we will cover the main data structure of PyTorch – tensors. Before we proceed with tensors, we will first give a quick overview of what PyTorch is and why it has been popular lately. Next, in the following posts we will use this knowledge to build interesting applications. Tutorial Overview: What is PyTorch?. What is a Tensor? 1. What is PyTorch? PyTorch is an open-source Python framework released from…
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A new era in transportation has already begun. We can see autonomous vehicles on the roads of almost every developed country in the world. In recent few years, self- driving cars have started moving alongside with real cars driving on real streets with people inside. Many people probably think that the future with fully autonomous vehicles is around the corner and that in few years from now cities will resemble scenes from science fiction movies. But prepare…
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In this post, we will share with you the 11 most recommended books in computer vision. This would be divided in 5 theoretical and 6 practical books. Note: This is not in particular order. You should note that most of the books that are here contain a lot of theoretical concepts, focusing on the mathematics behind computer vision. If you getting into computer vision it is recommended to get the theoretical knowledge before jumping right…
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