MADRaS: A Multi-Agent DRiving Simulator for Autonomous Driving Research
Introduction In this article, we present MADRaS: Multi-Agent DRiving Simulator. It is a multi-agent version of TORCS, a racing simulator popularly used for autonomous driving …
A Computer Vision Approach to Hand Gesture Recognition
Introduction Soldiers communicate with each other through gestures. But sometimes those gestures are not visible due to obstructions or poor lighting. For that purpose, …
Simplifying Data Preparation and Machine Learning Tasks using RapidMiner
Introduction It’s a well-known fact that we spend too much time on data preparation and not as much time as we want on building …
An End-to-End Guide to Understand the Math behind XGBoost
Introduction Ever since its introduction in 2014, XGBoost has been lauded as the holy grail of machine learning hackathons and competitions. From predicting ad …
A Simple Introduction to Facial Recognition (with Python codes)
Introduction Did you know that every time you upload a photo to Facebook, the platform uses facial recognition algorithms to identify the people in …
Complete tutorial on Text Classification using Conditional Random Fields Model (in Python)
Introduction The amount of text data being generated in the world is staggering. Google processes more than 40,000 searches EVERY second! According to a …
Ultimate Guide: Building a Mask R-CNN Model for Detecting Car Damage (with Python codes)
Introduction The applications of computer vision continue to amaze. From detecting objects in a video, to counting the number of people in a crowd, …
MyStory: Step by Step process of How I Became a Machine Learning Expert in 10 Months
Introduction Not so long ago, using the pivot tables option in Excel was the upper limit of my skills with numbers and the word …
Using the Power of Deep Learning for Cyber Security
Introduction The majority of the deep learning applications that we see in the community are usually geared towards fields like marketing, sales, finance, etc. …
Hiring the Right Data Scientist – The Needle in a Haystack Problem
Introduction One of the most common questions asked these days is what makes a good data scientist. The simple answer – it depends. The …
