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Anomaly Detection
Clustering
Machine Learning
Novelty Detection
Outlier Detection
Spectral Clustering
Tutorial
Z-Score
spectral-clustering-cc-fraud-detection-featured.png

Credit Card Fraud Detection Using Spectral Clustering

September 16, 2024

Table of Contents Credit Card Fraud Detection Using Spectral Clustering Understanding Anomaly Detection: Concepts, Types and Algorithms What Is Anomaly Detection? Applications of Anomaly Detection Types of Anomaly Detection Problems Point Anomalies Contextual Anomalies Collective Anomalies Algorithms for Anomaly Detection…

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Algorithms
Artificial Intelligence
Data Science
Deep Learning
Machine Learning
explore-landscape-machine-learning-featured.png

Exploring the Landscape of Machine Learning: Techniques, Applications, and Insights

April 1, 2024

Table of Contents Exploring the Landscape of Machine Learning: Techniques, Applications, and Insights Introduction: The Power of Machine Learning in Modern Industries What Is Machine Learning? Understanding the Core Types of Machine Learning Techniques Supervised Learning: From Basics to Real-World…

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Deep Learning
dlib
Face Applications
Tutorials

Face clustering with Python

July 9, 2018

Today’s blog post is inspired by a question from PyImageSearch reader, Leonard Bogdonoff. After I published my previous post on Face recognition with OpenCV and deep learning, Leonard wrote in and asked: Hey Adrian, can you go into identity clustering?…

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Image Processing
Tutorials

Segmentation: A SLIC Superpixel Tutorial using Python

July 28, 2014

Have you ever had a horrible case of eyelid twitching? One where your eyelid just won’t stop spazzing out, no matter what you do? That’s currently what’s going on with me — and it’s been going on for over two…

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Image Processing
Tutorials

Color Quantization with OpenCV using K-Means Clustering

July 7, 2014

Ever see A Scanner Darkly? The movie was shot digitally, but then an animated feel was given to it in the post-processing steps — but it was a painstaking process. For each frame in the movie, animators traced over the…

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Image Processing
Tutorials

OpenCV and Python K-Means Color Clustering

May 26, 2014

Take a second to look at the Jurassic Park movie poster above. What are the dominant colors? (i.e. the colors that are represented most in the image) Well, we see that the background is largely black. There is some red…

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