For a human being, it is easy to look at a selfie and identify the face in the image. However, for a machine, it's not so easy to identify the face of a person while separating it from the rest of the image (the background). If we wanted to train an ML system to recognize the face of a person in an image, we would need to train it with image segmentation. Today we will take a … [Read more...] about What is Image Segmentation: The Basics and Key Techniques
AI
Training Autonomous Vehicles in a Virtual Environment
Training autonomous vehicles requires massive amounts of training data in the form of videos or images which later need to be annotated to train the machine learning algorithms. However, obtaining the needed training data can be challenging, especially if you consider how many driving scenarios an autonomous vehicle can encounter on the road. If you need images or videos of … [Read more...] about Training Autonomous Vehicles in a Virtual Environment
What is the Future of Artificial Intelligence?
Us humans have always worked towards making our lives easier and better, and this constant struggle to achieve something better worked as bliss for humans. Isn't it so fascinating to look back at our cave-devilling ancestors and realise how far we have advanced as humans? We went through various milestones to achieve the technology we have today. As we further surpassed in … [Read more...] about What is the Future of Artificial Intelligence?
7 Data Structures and Algorithms Every Programmer Should Be Familiar With
If a programmer wants to build a successful career, data structures and algorithms are extremely important subjects to learn. With the help of the simplest examples, we shall see what they do and how they are used today. Modern development methods and competitive programming were considered when compiling this list.Sort AlgorithmsSorting has been the subject of the greatest … [Read more...] about 7 Data Structures and Algorithms Every Programmer Should Be Familiar With
Incorporating Sentiment Analysis into E-commerce
Studying users' behavior and understanding their sentiments have become substantial to businesses with the increasing platforms operating in the digital space and users' traffic rapidly growing on these online platforms. The Internet replaced sources such as friends, relatives, and consumer reports which used to be the primary sources of opinions on products and services. As a … [Read more...] about Incorporating Sentiment Analysis into E-commerce
