Machine learning with H2O in R / Python
In this blog, we shall discuss about how to use H2O to build a few supervised machine learning models. H2O is a Java-based software for… Read More »Machine learning with H2O in R / Python
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Neural Translation – Machine Translation with Neural Nets with Keras / Python
In this blog, we shall discuss about how to build a neural network to translate from English to German. This problem appeared as the Capstone… Read More »Neural Translation – Machine Translation with Neural Nets with Keras / Python
Fourier Series and Differential Equations with some applications in R and Python (Part 2)
This is the 2nd part of the article on a few applications of Fourier Series in solving differential equations. All the problems are taken from… Read More »Fourier Series and Differential Equations with some applications in R and Python (Part 2)
Implementing a Soft-Margin Kernelized Support Vector Machine Binary Classifier with Quadratic Programming in R and Python
In this article, couple of implementations of the support vector machine binary classifier with quadratic programming libraries (in R and python respectively) and application on… Read More »Implementing a Soft-Margin Kernelized Support Vector Machine Binary Classifier with Quadratic Programming in R and Python
Implementing Lucas-Kanade Optical Flow algorithm in Python
In this article an implementation of the Lucas-Kanade optical flow algorithm is going to be described. This problem appeared as an assignment in a computer vision course from… Read More »Implementing Lucas-Kanade Optical Flow algorithm in Python
Graph-Based Image Segmentation in Python
In this article, an implementation of an efficient graph-based image segmentation technique will be described, this algorithm was proposed by Felzenszwalb et. al. from MIT. The slides… Read More »Graph-Based Image Segmentation in Python
Image Colorization Using Optimization in Python
This article is inspired by this SIGGRAPH paper by Levin et. al, for which they took this patent , the paper was referred to in the course CS1114 from Cornell. … Read More »Image Colorization Using Optimization in Python
Interactive Image Segmentation with Graph-Cut in Python
In this article, interactive image segmentation with graph-cut is going to be discussed. and it will be used to segment the source object from the background in an image.… Read More »Interactive Image Segmentation with Graph-Cut in Python
Deep Learning & Art: Neural Style Transfer – An Implementation with Tensorflow in Python
This problem appeared as an assignment in the online coursera course Convolution Neural Networks by Prof Andrew Ng, (deeplearing.ai). The description of the problem is taken straightway from… Read More »Deep Learning & Art: Neural Style Transfer – An Implementation with Tensorflow in Python
Recursive Graphics, Bi/Tri-linear Interpolation, Anti-aliasing and Image Transformation in Python
The following problem appeared in an assignment in the Princeton course COS 126 . The problem description is taken from the course itself. Recursive Graphics Write a… Read More »Recursive Graphics, Bi/Tri-linear Interpolation, Anti-aliasing and Image Transformation in Python