AI/ML Techniques

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

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…

2 years 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…

2 years ago

Extracting Histogram of Gradients with OpenCV

Besides the feature descriptor generated by SIFT, SURF, and ORB, as in the previous post, the Histogram of Oriented Gradients…

2 years ago

Image Feature Extraction in OpenCV: Keypoints and Description Vectors

In the previous post, you learned some basic feature extraction algorithms in OpenCV. The features are extracted in the form…

2 years ago

Image Feature Extraction in OpenCV: Edges and Corners

In the world of computer vision and image processing, the ability to extract meaningful features from images is important. These…

2 years ago

365 Data Science Offers All Courses 100% Free for 2 Weeks

Sponsored Content     From November 6 (07:00 PST) to 20 (07:00 PST), 365 Data Science offers free unlimited access…

2 years ago

K-Nearest Neighbors Classification Using OpenCV

The OpenCV library comes with a module that implements the k-Nearest Neighbors algorithm for machine learning applications.  In this tutorial,…

2 years ago

Fast and Cheap Fine-Tuned LLM Inference with LoRA Exchange (LoRAX)

Sponsored Content     By Travis Addair & Geoffrey Angus If you’d like to learn more about how to efficiently…

2 years ago

K-Means Clustering for Image Classification Using OpenCV

In a previous tutorial, we have explored the use of the k-means clustering algorithm as an unsupervised machine learning technique…

2 years ago