This article will show you how to build a neural network that can identify the genre of a song. DataSet: You can find the GTZAN Genre Collection at the following link: GTZAN It has 1,000 different songs from over 10 different genres, with 100 songs per genre and each song is about 30 seconds long. Library Used: Python library, librosa to […]
When you talk about a movie recommendation system, you can’t help but think about Netflix. Netflix is an American entertainment company that uses a model-based collaborative filtering approach for real-time movie recommendation for its subscribers. This article delves into a model-based movie recommendation engine with Spark that recommends movies for new users. You will see […]
The concept of programming paradigms arises owing to the need to classify programming languages. It refers to the way computer programs solve problems through code. Logic programming is a programming paradigm, which basically is a particular way to approach programming. Solving problems using logic programming Logic programming looks for solutions by using facts and rules. […]
In this article, you’ll be introduced to the concept of self-organizing maps (SOMs) and presented with a model called a Kohonen network, which will be able to map the input patterns onto a surface, where some attractors (one per class) are placed through a competitive learning process. Such a model will be able to recognise new patterns […]
This guest post by Rajalingappaa Shanmugamani, the author of Deep Learning for Computer Vision, takes you through three important algorithms for semantic segmentation. There are several deep learning-based algorithms to solve image segmentation tasks. The sliding window approach can be applied at a pixel level for segmentation. This approach takes an image and breaks it […]
The past 5 years have seen an exponential surge in the number of machine learning applications released. The technology has improved by leaps and bounds — most notably, the quality of speech recognition software on our smartphones. Using voice commands to call a friend no longer routes the call to some courier agency or an angry ex. […]
