AI/ML Research

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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year ago

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

The structure of Ghostbuster, our new state-of-the-art method for detecting AI-generated text. Large language models like ChatGPT write impressively well—so…

1 year ago

Asymmetric Certified Robustness via Feature-Convex Neural Networks

Asymmetric Certified Robustness via Feature-Convex Neural Networks TLDR: We propose the asymmetric certified robustness problem, which requires certified robustness for…

1 year ago