Post Index

Image Processing

Homography estimation explanation and python implementation
Face Recognition using Eigenfaces
Ellipse detection and space reduction
Circle detection and space reduction
High and low pass filters, the Einstein-Monroe picture
Line detection (Cartesian, Polar and Space reduction)
Thresholding and Subtracting
Temporal median
Laplacian and Marr-Hildreth operator
Canny edge detector
Gaussian blur
Sobel Filter


How to take pictures from the webcam with Matlab

Neural Networks

Multilayer Perceptron

Reinforcement Learning

Sarsa algorithm, a practical case
First-visit Monte Carlo simulation solving a maze
Simple goalkeeper simulation

Support Vector Machines (SVMs)

SVM algorithm improvements
SMO (Sequential Minimal Optimization) and Quadratic Programming explained
SVM – Support Vector Machine explained with examples


"The only way to proof that you understand something is by programming it"

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