let's make a machine to identify its user’s — Here we discuss a few available and most used face detection deep learning-based models and their performance concerning the accuracy and computational cost. Dlib : Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real-world problems. It conveniently has the necessary…

As developers we love to write code,but what about documenting it ? Being a developer we might read more about the code than what we write. So it is very frustrating to read badly documented code/scripts. As a developer we need to read lots of documentation of library/frameworks and our…

Imitate Human Activities with Machine I like to share my tool which is developed in order to imitate human interaction with machine. It is a lightweight, customizable and OS independent application. Here I have attached the Git link of this tool, where you can find the scripts and its installation…

Figure out quality and quantity of the feature from Data Actually the success of all Machine Learning algorithms depends on how you present the data. This is the continuation of my previous post. In this post, we are going to deal with the theory behind feature engineering. Features in data…

Sequence of phases that a data science project goes through If you plan to do a data science project, it is important to understand the various phases and stages that the project undergoes. It may be any project in Machine Learning or Deep Learning. The steps involved are listed below. Data Collection or Data Gathering …

In this post let’s explore regression algorithm and script it from scratch in python and R. Linear regression is a simple and easy algorithm used in machine learning for predictive analysis. It is used to establish a relationship between an input variable(X) and output variable(Y). …

Here, I would like to share, how to setup Nvidia, cuDNN & CUDA drivers for Deep Learning Applications for both local machines as well for cloud based applications in Linux platform. Step 1: Once your machine/instance is launched , initially update & upgrade the machine. sudo apt-get update sudo apt-get upgrade Install…

Add more functionality to your functions — Decorators can be thought of as functions which modify the functionality of another function. It is a clean way of adding extra functionality to functions by using the “@” symbol. Also, it is a function which will accept another function as its parameter. Functions: Python uses the keyword called “def” to…