Artificial Intelligence

“All the negative thoughts and ideas that are in the world have proceeded from this evil spirit of fear.” -by Swami Vivekanand This blog helps you how to build a chrome extension using tensorflow.js and node.js(Machine Learning). This Chrome Extension finds explicit content on the web page of the current chrome tab and will change according to the user's requirements(that is will make explicit content star mark and highlight the sentence or remove it). Prerequisite Topics: Why chrome Extension? What is chrome Extension? Important files in chrome Extension. What are Tensorflow.js and Node.js? Prerequisite for the NLP model in tensorflow.js. Model loading and Running on the local server. Why Chrome Extension? There are various ways we can implement explicit text classifier i.e. NLP model. We found 2 best ways that are API and chrome extension.API has some drawbacks like privacy issue hence we choose chrome Extension. Benefits o...

"Sometimes it is hard to find your passion since everyone in double mind. What should be done and what should ignore it is the main Question arise in mind. Don't run after everything that is, you find attractive, just do what you want to do and passion will find you on their own." Recently I watched a movie named "Chhichhore".It was supposed to be a fun watch. There was no plan to write about it. But I could not resist. It is not the kind of movie as would be suggested by its name. It is a movie which helps you understand the basics of creating a winning strategy and how you find a solution to any problem. Here are the 5 pillars for creating a winning strategy inspired by Chhichhore.          1. #Purpose You need a purpose to achieve anything in life. When something pinches you and it is constantly running in your mind, you develop an aspiration. The intensity of the aspiration shapes it into a purpose. Purpose helps you focus on achieving the desired results an...

"IF YOU CAN DO WHAT YOU DO BEST AND BE HAPPY, YOU'RE FURTHER ALONG IN LIFE THAN MOST PEOPLE.SO NEVER JUDGE YOUR CAPABILITIES AND NEVER COMPARE WITH OTHERS."        - By Leonardo DiCaprio Deep Learning uses various libraries to train the models. Some famous Deep Learning Libraries (in python ) are as follows:    1)Keras    2)Theano     3)Tensorflow  From the above three, I like Tensorflow because of the below reasons.  a)Provides both C++ and  Python API that makes it easier to work on.  b)Has a faster compilation time than other Deep Learning libraries like Torch and Keras.  c)Tensorflow supports both CPU's( Central Processing Unit ) and GPU's( Graphical Processing Unit ) computing devices. What is Tensorflow? Open Source library developed by GOOGLE.   Developed Originally to run large Numerical Computations.   Accepts data in the form of multidimensional arrays of higher dimensions called ...

"LEARN EVERYTHING THAT IS GOOD FROM OTHERS BUT BRING  IT IN, AND IN YOUR OWN WAY ABSORB IT; DO NOT BECOME OTHERS".           -BY SWAMI VIVEKANAND INTRODUCTION We are spending most of our time looking at screens i.e. Mobile Phones, TV, Laptop etc. They have become a big part of our lives and VR and AR are the two technologies that are changing the way we use screens creating a new and exciting experience both in a different way. The market for AR and VR products in 2018 is expected to be 17.8 billion dollars  but by 2022 it is expected to go as high as two 150 billion dollars . The mostly Gaming Company uses AR and VR technology for better user experience but this not restricted to gaming at all it is also started playing a major role in almost every field. Virtual Reality and Augmented reality are two totally different thing let understand this one by one. WHAT IS AUGMENTED REALITY? Augmented reality is an interactive experience of a real-world en...

"All power is within you. You can do anything and everything. Believe in that. Do not believe that you are weak; do not believe you are half-crazy lunatics, as most of us do nowadays. Stand up and express the divinity within you." -By Swami Vivekanand Introduction Computer  Vision is a field of computer science that enabling the computer to see just like a human. Computer vision is the study of visual data. The demand of the visual data in the world is really exploded. Everyone has smartphones in which they have the 1 or 2 and maybe 3 cameras, we can say that number of the camera is much larger than a number of population in the world because of that the massive amount of data is produced. One statistic by Cisco is that in the year 2020,80% of traffic on the internet it will be visual data, hence it is the critical issue that we should develop some algorithm which handles and analyze this large amount of data. For eg. In Youtube, approximately 5 hours of vi...

"ARISE BE FEARLESS BE STRONG. TAKE THE RESPONSIBILITY ON YOURSELF AND KNOW THAT YOU ARE THE CREATORS OF YOUR FUTURE. ALL THE HELP AND POWER YOU SEEK LIES WITHIN YOU.SO RISE AND CREATE YOUR OWN FUTURE." -BY SWAMI VIVEKANAND What you should know to take part in any blockchain related technology or debates are as follow: 1)What is Blockchain? 2)Understanding SHA256 Hash(Algorithm currently used by Bitcoin ) 3)Immutable Ledger 4)Distributed P2P network(The Nonce) 5)How Mining Works (The Cryptographic Puzzle) 6)Consensus Protocol(Defence against Attackers, Competing chains) What is Blockchain? The blockchain is now one of the famous technology of the 21st century. Blockchain now serving mainly in the field of security and cryptocurrency. Initially, the Blockchain term explained by Stuart Haber and W. Scott Stornetta the year 1991 in his paper called " How To Timestamp Digital Document ".This Technology become a hot topic when Satoshi Nakamoto published a paper on the cry...