Exclusive Talk with Prof. Dr.-Ing. habil. Andreas Maier, Head of the Pattern Recognition Lab...

Prof. Dr.-Ing. habil. Andreas Maier Head of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg       Asif: Tell us about your educational background and your journey in...

Getting Started With Pytorch In Google Collab With Free GPU

In this post, we will discuss the basics of pytorch by using the google colab gpu

Introduction to Image Classification using Pytorch to Classify FashionMNIST Dataset

In this blog post, we will discuss how to build a Convolution Neural Network that can classify Fashion MNIST data using Pytorch on Google Colaboratory. The way we do that is, first we will download the data using Pytorch DataLoader class and then we will use LeNet-5 architecture to build our model. Finally, we will train our model on GPU and evaluate it on the test data.

Building a Feedforward Neural Network using Pytorch NN Module

Feedforward neural networks are also known as Multi-layered Network of Neurons (MLN). These network of models are called feedforward because the information only...

Regression with Keras (Deep Learning with Keras – Part 3)

Regression After two introductory tutorials, its time to build our first neural network! The network we are building solves...

Programming languages for Machine learning : R

From C++ to C– we have (in 2018) more than 250 programming languages and many more will emerge but which one is best suited...

Combining Deep and Reinforcement learning

Machine learning fundamentally involves learning from the data and making conclusions/decisions about a given problem. It utilizes the following popular approaches.

Deep Learning with Keras – Part 4: Classification

Classification Introduction Welcome to Part 3 of Deep Learning with Keras. The goal of this...

Artificial Intelligence – A Bitter-Sweet Symphony in Modelling

We have seen tremendous progress by artificial intelligence (AI) over the past decades. This progress, however, was not achieved steadily. There were...

Jump headfirst into the machine learning

At present, the technology is evolving with focused on convenience; machines are being designed in a way that they can communicate with human beings...