Why Do Capsule Networks Work Better Than Convolutional Neural Networks?

The article here presents some of the key details and characteristics of a Capsule Network, and how it improves upon the standard industry benchmark networks, mainly Convolution Neural Networks by overcoming its limitations and introducing new techniques. This article aims…

Guide To Build Your First Convolutional Neural Network with PyTorch

When we consider Machine Learning as a professional skill, it ultimately comes down to the choice of using the right algorithms, packages and libraries and, there are many. Speaking extensively of packages, there are many popular choices to choose from…

Hands-On Guide To Multi-Label Image Classification With Tensorflow & Keras

Image classification is one of the trending applications in machine learning. It has a wide range of applications — from facial recognition algorithms to identifying complex patterns in images like crime detections, and many other social, medical and technical applications.…

Is The GAN-Powered Website ThisPersonDoesNotExist.Com Creepy Or Brilliant?

At first glance, thispersondoesnotexist.com may look like nothing more than just a website which showcases random faces — but it’s not as simple as that. The website is a proof of where artificial intelligence stands as of now and a…

Overview Of Convolutional Neural Network In Image Classification

In machine learning, Convolutional Neural Networks (CNN or ConvNet) are complex feed forward neural networks. CNNs are used for image classification and recognition because of its high accuracy. It was proposed by computer scientist Yann LeCun in the late 90s,…

6 Types of Artificial Neural Networks Currently Being Used in Machine Learning

Artificial neural networks are computational models which work similar to the functioning of a human nervous system. There are several kinds of artificial neural networks. These type of networks are implemented based on the mathematical operations and a set of…

10 games that have successfully integrated Artificial Intelligence

March 2016 marked an enormous success for use of AI in the gaming world. The Google DeepMind-developed AI program, AlphaGo beat one of the top Go players in the world, Lee Sedol. The event was convened over 4 days, and…

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