AI/ML Research

Training a Haar Cascade Object Detector in OpenCV

Using a Haar cascade classifier in OpenCV is simple. You just need to provide the trained model in an XML…

2 years ago

Using Haar Cascade for Object Detection

Before the deep learning revolution redefined computer vision, Haar features and Haar cascades were the tools you must not ignore…

2 years ago

Random Forest for Image Classification Using OpenCV

The Random Forest algorithm forms part of a family of ensemble machine learning algorithms and is a popular variation of…

2 years ago

Normal Bayes Classifier for Image Segmentation Using OpenCV

The Naive Bayes algorithm is a simple but powerful technique for supervised machine learning. Its Gaussian variant is implemented in…

2 years ago

Support Vector Machines for Image Classification and Detection Using OpenCV

In a previous tutorial, we have explored the use of the Support Vector Machine algorithm as one of the most…

2 years ago

Image Vector Representation for Machine Learning Using OpenCV

One of the pre-processing steps that are often carried out on images before feeding them into a machine learning algorithm…

2 years ago

Hardware-Accelerated AI for Windows Apps Using ONNX RT

Sponsored Content   By Rajan Mistry Sr. Applications Engineer with the Qualcomm Developer Network Today, you can’t help but read the…

2 years ago

Support Vector Machines in OpenCV

The Support Vector Machine algorithm is one of the most popular supervised machine learning techniques, and it comes implemented in…

2 years ago

How to Train a Object Detection Engine with HOG in OpenCV

In the previous post, you saw that OpenCV can extract features from an image using a technique called the Histogram…

2 years ago

Image Datasets for Practicing Machine Learning in OpenCV

At the very start of your machine learning journey, making use of publicly available datasets alleviates the worry of having…

2 years ago