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A Meticulous Introduction to Supervised Learning in a Simple Way

Methods, Core Concepts, Supervised Learning / May 17, 2019 February 23, 2020

In this article, we focus on the notion of supervised learning and its associated categories. In addition, we describe the …

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What is Machine Learning?

Core Concepts / April 3, 2019 January 17, 2020

Machine Learning, as a tool for Artificial Intelligence, is one of the most widely adopted scientific fields. A considerable amount …

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Effortless Logistic Regression Using TensorFlow

TensorFlow, Computer Vision, Deep Learning, Methods / February 27, 2019 January 17, 2020

In this tutorial, we described logistic regression and represented how to implement it in code. Instead of making a decision …

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Exploring TensorFlow Variables: Initialization

TensorFlow, Tools / February 27, 2019 December 22, 2019

In this tutorial, we describe how to define and initialize variables in TensorFlow. It is a crucial step as without …

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Extracting audio from video using FFMPEG

Computer Vision / February 27, 2019 December 22, 2019

This tutorial deals with audio extraction from video using GPU accelerated libraries supported by FFMPEG in Ubuntu. The full code …

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Resizing a Video is Unbelievably Fast by GPU Acceleration – A Tutorial

Computer Vision / February 27, 2019 December 22, 2019

In this tutorial, I describe how to resize a video using GPU accelerated libraries supported by FFMPEG in Ubuntu 16.04. …

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Nearest Neighbor Classifier – From Theory to Practice

Methods, Supervised Learning / February 19, 2019 January 11, 2020

The K-nearest neighbors (KNNs) classifier or simply Nearest Neighbor Classifier is a kind of supervised machine learning algorithm that operates …

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GPU Based Video Rotation Using Python on Ubuntu

Computer Vision / February 11, 2019 December 22, 2019

In this tutorial, we investigate the NVIDIA GPU Acceleration mechanism to post-process a video. Although terminal execution is pretty easy …

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