Author: datahacker.rs

#005 How to create a panorama image using OpenCV with Python

Highlights: Nowadays, we use a number of different photo editing applications. For example, in modern smartphone cameras, we have an automatic option to create high-resolution panorama images. The essence of this process is that several photos are seamlessly combined into one original image. However, have you ever wondered how does this photo editing method works? Well, you will find out soon just continue to read this post. We will show you how to create a…
Read more

#009 The Singular Value Decomposition(SVD) – illustrated in Python

Highlight: In this post, we will talk about the Singular Value Decomposition (SVD). We will see that is the continuation of the Linear Algebra post about eigenvectors and eigenvalues. Well, it is probably one of the most important algorithms in Linear Algebra, math, and engineering. Applications are immense, starting from Image processing, Computer vision, up to industrial applications, such as Google rank algorithm. O.K., you probably heard about SVD already. So, let’s start! Tutorial Overview:…
Read more

#001 GANs – Introduction To Generative Models

Highlights: In the last few years, Generative Adversarial Networks (GANs) have gained a lot of attention in both research and engineering circles. Generative Models of today are what Conv Nets were 4 to 8 years ago. We might say they are the trend these days. In this tutorial, we will learn how and why GANs became this popular, their brief history, and their evolution over the past three decades. So let’s begin! Tutorial Overview: The…
Read more

#002 OpenCV projects – How to cartoonize an image with OpenCV in Python?

Highlights: Today you can find countless numbers of photo editing applications on the internet that allows you to transform your images into cartoons on the internet. This pretty cool effect became extremely popular on social media over the past few years. That is why we decided to teach you how to use OpenCV to create your application that can transform an image into a cartoon. To do that we will be working with digital image…
Read more

#003 OpenCV projects – How to create Instagram like filters, mustaches, glasses, and masks?

Highlights: In this post, we are going to have some fun. We will apply Haar cascade classifiers to detect faces, and different parts of the face in a video such as eyes, and mouth. Then, we will learn how to place funny objects like masks, mustaches, or glasses over the detected part of a face.  Tutorial overview: Introduction How to put a mask over the face? How to put a mustache over the face? How…
Read more