In this post, we will introduce several new concepts associated with the general problem of classification involving more than two classes. This is sometimes referred to as multinomial regression or ...
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Understanding Feedforward Neural Networks
In this article, we will learn about feedforward Neural Networks, also known as Deep feedforward Networks or Multi-layer Perceptrons. They form the basis of many important Neural Networks being used ...
High Dynamic Range (HDR) Imaging using OpenCV (C++/Python)
In this tutorial, we will learn how to create a High Dynamic Range (HDR) image using multiple images taken with different exposure settings. We will share code in both C++ and Python. What is High ...
Deep learning using Keras – The Basics
1. Deep Learning Frameworks Deep Learning is a branch of AI which uses Neural Networks for Machine Learning. In the recent years, it has shown dramatic improvements over traditional machine ...
Installing Deep Learning Frameworks on Ubuntu with CUDA support
In this article, we will learn how to install Deep Learning Frameworks like TensorFlow and PyTorch on a machine having a NVIDIA graphics card. If you have a brand new computer with a graphics card ...
PyTorch C++ Front-end: Tensors
In our last few blogs we are learning and exploring lot of things about PyTorch and it's advantages over other existing Deep Learning libraries. We learnt how to build an image classifier using ...