Post Index

[P] Python code
[M] Matlab code

Deep Learning and Tensorflow

[P] Image style transfer using convolutional neural networks – Tensorflow implementation
[P] Difference between L1 and L2 regularization, implementation and visualization in Tensorflow
[P] How to freeze a graph in Tensorflow
[P] Activation Functions in Deep Learning (Sigmoid, ReLU, LReLU, PReLU, RReLU, ELU, Softmax)
[P] Colorizing black and white images using Deep Learning (Tensorflow)
[P] Informal review on Randomized Leaky ReLU (RReLU) in Tensorflow

Image Processing

[P] Multivariate Gaussian distribution clustering with Expectation Maximization in Python
[P] Otsu’s method, Python implementation
[P] Homography estimation explanation and python implementation
[M] Face Recognition using Eigenfaces
[M] Ellipse detection and space reduction
[M] Circle detection and space reduction
[M] High and low pass filters, the Einstein-Monroe picture
[M] Line detection (Cartesian, Polar and Space reduction)
[M] Thresholding and Subtracting
[M] Temporal median
[M] Laplacian and Marr-Hildreth operator
[M] Canny edge detector
[M] Gaussian blur
[M] Sobel Filter

Matlab

[M] How to take pictures from the webcam with Matlab

Neural Networks

[M] Multilayer Perceptron
[M] Perceptron

Reinforcement Learning

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

Support Vector Machines (SVMs)

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