Tutorial Archives - Page 3 of 5

ML.NET

How to Train ML.NET Model using the API

ByVancho PavlevskiApril 18, 2021

This article will demonstrate the last step of a machine learning pipeline. Today we will see how to train ML.NET Model using the provided API. ML.NET provides several training algorithms to train for different Machine Learning needs. For each task, there is a component

ML.NET

How to transform data in ML.NET using the API

ByVancho PavlevskiApril 15, 2021

Data comes in all shapes and sizes. The sole purpose of this article is to teach you how to transform data in ML.NET. Once you load the data, almost always there is a need to transform it. ML.NET provides various types of transformers to transform the data from messy to

ML.NET

How to load data in ML.NET Model

ByVancho PavlevskiApril 13, 2021

This article focuses on how to load data in ML.NET Model using the API. Loading the data properly is the first step in every Machine Learning project. Machine Learning data is usually stored in files. CSV (Comma Separated File) for example is quite popular choice. But often

ByVancho PavlevskiMarch 20, 2021

Face Mask Detection tutorial using ML.NET Public shaming over not wearing a face mask started almost as soon as the COVID-19 pandemic itself. Nowadays, a lot of countries made it mandatory to wear face masks when in public. Every single person in the world must recognize how

Image Processing

How to implement Text Detection with C#

ByVancho PavlevskiMarch 13, 2021

In this tutorial we will implement Text Detection algorithm using C# and Accord.NET. The following video demos the final C# application Text Detection with C# Project: Download Introduction to Text Detection problem Text detection is the process of detecting the text present

Hidden Markov Models

Hidden Markov Models in C# a Mouse Gesture Recognition Application

ByVancho PavlevskiMarch 6, 2021

Hidden Markov Models in C#: Demo application we are going to build today Mouse Gesture Recognition Application in C#, using Hidden Markov Models: Download Hidden Markov Models In Machine Learning, sequence classification is a type of pattern recognition task. Only this time

Model Builder

How to use ML.NET Model Builder for Image Classification

ByVancho PavlevskiFebruary 27, 2021

In todays post we will see how to use the ML.NET Model Builder to solve a simple image classification problem. Cat vs Dog Image Classifier using ML.NET Model Builder Project Files: Download ML.NET: Model Builder ML.NET Model Builder provides an easy-to-understand visual

Reinforcement Learning

How to implement Q Learning algorithm in C#

ByVancho PavlevskiFebruary 20, 2021

In this article we will see how to implement the Q Learning algorithm in C#. Here is the demo application we’re going to build today Q Learning algorithm in C# Project Files: Download Introduction to Reinforcement Learning Reinforcement Learning is a process by which

Project Files

How to Make a Handwritten Digit Recognition App in C#

ByVancho PavlevskiFebruary 10, 2021

Handwritten Digit Recognition App in C# tutorial Project Files: Download Hey guys, Today we are going to build an app that can recognize hand written digits. It is a hard task to solve, because hand written digits are not perfect. In addition, they can have many different

C# CookBook

How to make a Self Extracting Executable in C#

ByVancho PavlevskiFebruary 4, 2021

Self Extracting Executable in C# with 7ZIP demo and tutorial. Project Files: Download Recently, I found myself in a situation where I needed to package the .NET framework with my installer. The goal was to install it, if the machine did not have the correct version. But, I

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