How to pre-process images using OpenCV (Part-1)

How to pre-process images using OpenCV (Part-1)

Image pre-processing is an integral part of computer vision for analyzing the image for almost every application. Usually, Image pre-processing steps are very specific to the use case or application type like objection detection, object segmentation, text extraction, facial recognition,…

 How to detect and treat outliers

How to detect and treat outliers

In this article, we are going to understand in-depth and detail about outlier-Statistical and Programming approaches, how to detect and treat outliers so that they won’t screw up the model performance. So read this article till the end, you will…

 All about Google’s Inception network

All about Google’s Inception network

Through this post, you will be able to understand all about google’s Inception network architecture, its different versions, how to use it for transfer learning, real-time implementation. Let’s start: Table of content: What is Inception network? Problems solved by Inception…

 Basic concepts of Automatic Speech Recognition

Basic concepts of Automatic Speech Recognition

Speech is an integral part of communication. The importance of speech recognition has been increasing over the years with the advancement of technology. Through this tutorial, you will be able to get familiar with the Automatic speech recognition system, the…

 Bias Variance trade off

Bias Variance trade off

To solve the mystery of bias-variance trade off, we need to first understand what is meant by bias and variance in data science. Why it is so important for analysis of machine learning model. Does it create any issue while…