Color Space Color is a human perception and describes the visible spectrum of light that is reflected off the surface of any object. With the advancement of computers, we went…Continue readingColor Space
Skews and Perspectives Is that a car or is that a bike? The key is which end are you looking at it. Today we introduce the topic “Skews and Perspectives”…Continue readingSkews and Perspectives
As has been noted in our previous article on drawing basic shapes in images, the ability to make annotations can be useful. For example, we learnt how we could add…Continue readingGeometric Transformation with OpenCV
Once we have grasped how easy it is to open and save images with OpenCV, today we take the next step to see how to make simple annotations. Specifically we…Continue readingBasic Shapes and Text
Opening and Saving Images Opening and saving images is the most fundamental operation needed when working with images. Accordingly our article here will guide you on how to perform these…Continue readingOpening and Saving Images
Support Vector Machines Support Vector Machines is yet another model that is commonly used to solve data classification problems. Previously, we looked at different approaches to classification such as K-means…Continue readingSupport Vector Machines
Random Forest Random forest, as the name suggests is a collection of randomly generated trees. In effect, it takes the consolidated result of several randomly generated decision trees based on…Continue readingRandom Forest
Decision Tree While a Decision Tree may sound like a fancy term, it is something most people are probably familiar with. Basically we attempt to classify objects based on asking…Continue readingDecision Tree
K-means Clustering Classification is the technique where we attempt to group data based on their similarities and thereby to categorize them. For example, if we wanted to categorize fresh produce…Continue readingK-means Clustering
Regression with scikit-learn Today we are going to look at how we can perform Regression with scikit-learn. In fact scikit-learn is an open source python library that can perform more…Continue readingRegression with scikit-learn
