OpenCV

Adaptive Skin Color Detection

18 Aug 2014 by pi19404

In this article we will look at Adaptive Skin Color Detection technique described in the paper "An Adaptive Real-time Skin Detector Based on Hue Thresholding"

Adding Object Detection with TensorFlow to a Robotics Project

28 Apr 2019 by Phil Hopley

In this article, we will add AI to an existing ROS (Robot Operating System) House Bot.

Age Estimation With Deep Learning: Getting Started

17 Jul 2020 by Sergey L. Gladkiy

In this article, we'll begin the process of how to use a deep neural network to estimate a person's age from an image.

Age Estimation With Deep Learning: Training CNN

23 Jul 2020 by Sergey L. Gladkiy

In this article we train the CNN for age estimation.

neural-network

Age Estimation With Deep Learning: Using CNN to Predict Age

24 Jul 2020 by Sergey L. Gladkiy

In this article we will explain how to use the pre-trained CNN for estimating a person’s age from an image.

neural-network

AI Queue Length Detection: Object Detection in Images Using YOLO

29 Oct 2020 by MehreenTahir

In this article we will compare training our models from scratch with more advanced and pre-trained approaches like YOLO.

AI Queue Length Detection: Object Detection in Video Using YOLO

30 Oct 2020 by MehreenTahir

In this we’ll see if we can implement YOLO on video feeds for queue length detection.

AI Social Distancing Detector: Calculating the Center Point of Detected People

9 Dec 2020 by Dawid Borycki

In this article, we'll calculate the center of each detected bounding box, which will serve as a base for calculating distance.

AI Social Distancing Detector: Detecting People in a Video Sequence

8 Dec 2020 by Dawid Borycki

In this article we will perform object detection on the frames from the test data sets including video sequence stored in the video file.

AI Social Distancing Detector: Finding People That Are Too Close

10 Dec 2020 by Dawid Borycki

In this article, we will use those centers to estimate distances between people and indicate people that are too close.

AI Social Distancing Detector: Improving People Detection With Yolo Object Detection

11 Dec 2020 by Dawid Borycki

In this last article of the series, we improve our Python console application for AI-powered social distancing detection.

AI Social Distancing Detector: Object Detection in Video Frames

7 Dec 2020 by Dawid Borycki

In this article, we continue learning how to use AI to build a social distancing detector.

AI Social Distancing Detector: Object Detection With TensorFlow and MobileNet

4 Dec 2020 by Dawid Borycki

In this article, we will use drawing functions to depict detected objects.

AI Social Distancing Detector: Using OpenCV to Annotate Detected Objects

3 Dec 2020 by Dawid Borycki

In this article, we will learn how to add annotations to images.

AI Social Distancing Detector: Working With Images in OpenCV

2 Dec 2020 by Dawid Borycki

In this article series, we'll look at how to use AI and deep learning on video frames to ensure people are maintaining adequate social distancing in crowds.

An Easy Video-processing Framework by Grabbing Frames as Bitmaps Using DirectShow

5 Mar 2008 by Mingliang Zhu

An article showing how to easily but effectively extract all frames from a video as bitmaps

An Implementation Of The Connected Component Labelling Algorithm

1 Oct 2014 by Torben Trindkaer Nielsen

This article presents the recursive connected component labelling algorithm with a workaround for the stack limitation. All in less than 70 lines of C/C++ code.

C++

An introduction to OpenCV (Part II): Implementing mouse events, manipulating images, and creating video clips

11 Feb 2013 by Markus Koppensteiner

Shows how to use OpenCV to write videos, how to implement mouse events, and presents some commands on image manipulation as well.

An Introduction to OpenCV: Displaying and Manipulating Video and Motion Data

1 May 2012 by Markus Koppensteiner

Explains how to use some OpenCV commands for video manipulation.

Analog Gauge Reader

15 Dec 2017 by Intel

This sample application takes an image or video frame of an analog gauge and reads the value using functions from the OpenCV* computer vision library.

IoT

Android Touch Gestures Capturing Interface

2 Sep 2014 by pi19404

In this article, we will look at unistrore gesture recognition for Android devices

AndroidVision: Learn Image Processing on your mobile

20 Jan 2014 by Serge Desmedt

Experiment with OpenCV imageprocessing methods on your mobile phone

Applying Long Short-Term Memory for Video Classification Issues

30 Apr 2019 by Apriorit Inc, Semyon Boyko

The approach that allows you to make a neural network analyze the current frame while remembering the state of previous frames

AppRunner – Simple ‘desktop shortcut’ replacement

8 Feb 2015 by tkontos

A WTL based, XML driven shortcut replacement

AR Jewellery Develops a New Shopping Paradigm for Tablets

2 Sep 2014 by Member 11030029

Developer Serhiy Posokhin and his wife Antonina Posokhina, a designer by trade, recognized the potential of this technology in the world of jewelry and pursued its potential through the Intel® App Innovation Contest 2013 (AIC 2013).

Artificial Vision: AINECC Color Model in Edge Detection

27 Jan 2010 by juancaruca

Artificial Vision: AINECC color model in edge detection. Entirely OpenCV code.

Bag-of-Features Descriptor on SIFT Features with OpenCV (BoF-SIFT)

30 Aug 2017 by Ravimal Bandara

An implementation of Bag-Of-Feature descriptor based on SIFT features using OpenCV and C++ for content based image retrieval applications.

Barcodescanner with webcam on Intel® Edison

16 Dec 2015 by Intel

With barcode scanning being a standard on mobile devices one might want to enable Intel(R) Edison to run automated barcode scannings.

Barcodescanner with webcam on Intel® Edison

18 Feb 2016 by Intel

With barcode scanning being a standard on mobile devices one might want to enable Intel(R) Edison to run automated barcode scannings.

Beginner's guide to understand Fingertips counting using convexity defects in OpenCV

18 Jun 2014 by Dilan Shaminda

C++

VS2010

Capturing Images from Camera using Python and DirectShow

13 Jan 2019 by Andreask84

In this article, I propose a simple application written entirely in Python that allows you to capture images from a camera using DirectShow and to perform simple processing on them using OpenCV.

Capturing Live-video from Web-camera on Windows 7 and Windows 8

24 May 2015 by Evgeny Pereguda

Simple lib for capturing live-video from web-camera by using Media Foundation

Capturing motion from video using the Emgu CV library.

21 Jun 2017 by Markus Koppensteiner

The article demonstrates how to use commands of the Emgu CV library to perform face recognition, frame subtraction, and dense optical flow.

Cat or Not - An Image Classifier using Python and Keras

30 Apr 2019 by Ryan Peden

A code-first introduction to neural networks

Contour Analysis for Image Recognition in C#

8 Jun 2014 by Pavel Torgashov

The theory of contour analysis and its practical application to image recognition and OCR

Cropping Particular Region In Image Using C#

29 Dec 2013 by furkanavcu

Image Cropping GUI For General Purpose

Custom Model Object Detection with OpenCV and ImageAI

11 Jun 2020 by Glenn Prince

This article gives you a good starting point for your own object detection projects.

Data sharing between programming environments on Intel® Edison

11 Jun 2015 by Intel

In my blog today, I am going to talk about publisher-subscriber model for sharing data between various programs running in Linux.

Datafly

25 Dec 2013 by Grasshopper.iics

Is your business getting hampered due to documentation load? Switch to Datafly

Deep Learning in C#: Coin Detection Using OpenCV

2 Nov 2020 by Arnaldo P. Castaño

In this series of articles we will use a deep neural network (DNN) to perform coin recognition. Specifically, we will train a DNN to recognize the coins in an image.

Delaunay Triangulation For Fast Mesh Generation

12 Nov 2012 by HoshiKata

Practical on the fly fast mesh generation from arbitrary points.

Detecting a Drone - OpenCV in .NET for Beginners (Emgu CV 3.2, Visual Studio 2017). Part 2

22 Jul 2019 by morzel

Detecting a drone - OpenCV in .NET for beginners

Windows

Visual-Studio

Developing Visual Retail Solutions Using Intel® Hardware and Software

3 Apr 2018 by Intel

The Retail Workshop: Hands on Learning with Intel®-based Retail Solutions

Easy Android Camera2 with BoofCV

13 Nov 2018 by lessthanoptimal

This article demonstrates how BoofCV greatly simplifies working with cameras on Android.

Easy application to detect and recognize faces with EmugCV

7 Sep 2016 by Emanuel Santos

In this article i will show how to create a basic application to detect and recognize faces using EmugCV.

Easy to use Wrapper (DLL) for Intel's OpenCV Library with Examples

3 Mar 2009 by Heiko Kiessling

The article describes an easy to use a wrapper for Intel's OpenCV lib with examples.

Edge Based Template Matching

5 Aug 2010 by Shiju PK

Implementing an edge based template matching or pattern matching algorithm.

EMGU Kalman Filter

7 Mar 2012 by C_Johnson

An intermediate example of signal processing using EMGU Image Processing Libraries

Extended GMM for Background Subtraction on GPU

10 Jan 2011 by phoaivu

GPU Implementation of Extended Gaussian mixture model for Background Subtraction

Face and Eyes Detection Using OpenCV

7 Aug 2008 by Zeeshan Ejaz Bhatti

This article demonstrates how to perform human face and eyes detection on images using OpenCV in .NET

Facial biometric authentication on your connected devices

22 Jul 2016 by Afzaal Ahmad Zeeshan

In this post, I am going to walk you through creating your own central hub to allow your connected devices to authenticate people using facial recognition system.

HTML

CUDA

.NET

Finding Training Data for OpenCV and ImageAI Object Detection

5 Jun 2020 by Glenn Prince

In this article, we create an object detection model.

Game On: Intel® Edison with the Xadow Wearable Kit

18 Feb 2016 by Intel

Game On: Intel® Edison with the Xadow Wearable Kit

Getting Started with Intel® INDE OpenCV for Android Targets

6 Jul 2015 by Android on Intel

This document is focused on creating OpenCV-enabled applications for Android. If the target operating system of your application is Windows

Getting Started with Intel® IoT Devkit & Intel® XDK IoT Edition

10 Dec 2014 by matthias-hahn

The Intel Development Kit for IoT (IoTDK) is a complete solution to create and test applications for Intel IoT platforms like the Intel® Galileo and Edison maker boards.

Getting Started With OpenCvSharp 3

8 Apr 2016 by King Coffee

Sample code for OpenCvSharp 3 quick start

Getting Started ‒ Installing Intel® IoT Developer Kit on Linux*

10 Dec 2014 by matthias-hahn

The Intel® Internet of Things (IoT) Developer Kit (dev kit) is a complete solution for creating and testing applications targeted for Intel® IoT platforms like the Intel® Galileo board.

HeadTexter, A Head Movement to Text Conversion using Intel Perceptual Computing SDK

1 Mar 2013 by Grasshopper.iics

Head to Text conversion using Perceptual Computing SDK in C#

C#4.0

How to Build OpenCV for Windows with CUDA

2 Nov 2018 by Vangos

This post will show you how to build OpenCV for Windows with CUDA.

How to Develop an Intelligent Autonomous Drone using an Android* Smartphone

14 Aug 2014 by Android on Intel

For those of you who are interested in developing your own “smart” drone, this article provides easy directions for making an intelligent, autonomous drone using an Android* smartphone, OpenCV*, C++, and Java*.

Android

Mobile

How To Get Edison To espeak With a Scottish Accent

18 Mar 2016 by Intel

Therefore, inspired by this webinar and the Echo I decided to add USB audio capabilities, and espeak was a reasonably easy choice. Using a Plantronics USB headset was almost plug and play and its was soon talking and even with a Scottish accent.

Edison

IoT

How to Use Google Colaboratory for Video Processing

7 Mar 2019 by Apriorit Inc, Semyon Boyko

How to use this Google service and the free NVIDIA Tesla K80 GPU to achieve your own goals in training neural networks

How to Use Intel® WiDi to Bring Your App to the Big Screen

14 Aug 2014 by Android on Intel

Today I am writing to share my experience in optimizing Grace Application (an Android Application) for Intel® x86 architecture and using Intel® WiDi to bring the Grace App to the living room big screen.

Android

Mobile

Image Segmentation using Unsupervised Watershed Algorithm with an Over-segmentation Reduction Technique

Idea to Implementation: Sowing the First Seeds on a C++14 Project

31 Dec 2016 by Zehaie M. Hailu

Image Alignment Algorithms

7 Aug 2008 by Oleg Krivtsov

Implementing the Lucas-Kanade and Baker-Dellaert-Matthews image alignment algorithms.

Image Alignment Algorithms - Part II

21 Apr 2008 by Oleg Krivtsov

Implementing and comparing the forwards compositional and the Hager-Belhumeur algorithms.

Image Classification Using Neural Networks in .NET

26 Jun 2019 by hemanthk119

Image Classification implementation using Deep Belief Networks and Convolutional Neural Networks in .NET

Image Filters Using CPU, GPU, and C++ AMP

10 Jul 2012 by Kerem Kat

Process webcam images on the CPU and GPU with OpenCV, CUDA and C++ AMP

3 Jul 2014 by Ravimal Bandara

An implementation of unsupervised watershed algorithm to image segmentation with histogram matching technique for reduce over-segmentation by using openCV.

Image Tracking and Computer Vision Using Fourier Image Correlation

23 Apr 2013 by HoshiKata

How to teach a program to recognize something within a video stream.

Image-blending using Python and OpenCV

22 Dec 2020 by Markus Koppensteiner

Python code for image-blending based on an image mask

ImageGrassy: An Image Processing and Utility Tool

27 Dec 2012 by Grasshopper.iics

The app provides easy image analysis, processing, pattern recognition, and algorithm development.

Infrared5 Case Study

26 Jul 2013 by Intel

Infrared5 Case Study

Installing OpenCV and ImageAI for Object Detection

4 Jun 2020 by Glenn Prince

In this article, we'll set up everything we need to build a hardhat detector with OpenCV.

Jupyter

Intelligent Screen Saver

15 Aug 2007 by Zeeshan Ejaz Bhatti

A utility to control screen saver on your computer using computer vision (human face detection), rather than idle timer.

Intel® Architecture Support Guide for Android Middleware Providers

4 Aug 2015 by Android on Intel

This document gives an overview of what has to be done at the library/engine level to better support Intel platforms.

Intel® Computer Vision SDK - A Brief Overview

19 Sep 2017 by Intel

In this blog I would like to share what I learned about the Intel® CV SDK and share some resources to help get you started in developing computer vision applications.

Intel® Computer Vision SDK Developer Guide

24 Oct 2017 by Intel

The Intel® Computer Vision SDK is a new software development package for development and optimization of computer vision and image processing pipelines for Intel System-on-Chips (SoCs).

Intel® System Studio 2017 Beta

1 Jun 2016 by Android on Intel

Intel® System Studio 2017 Beta has been released. This is the Beta program page which guides you further on Intel® System Studio 2017 Beta new features and enhanced usability experience.

Introducing Portable Generic Image Library for C#

15 Sep 2015 by Darko Jurić

Portable generic image library for C#

Introducing Portable Imaging IO Library for C#

15 Sep 2015 by Darko Jurić

Portable video IO library for C#

Introduction to Natural Language Processing with NLTK

19 Jun 2020 by Thomas Daniels

In this article we take a look at what you can do with the Natural Language Toolkit (NLTK).

NLTK

Introduction to OpenCV

18 Jun 2020 by Thomas Daniels

In this article let's get started hands-on with OpenCV.

Introduction to Smart Video Technologies from Intel

18 Aug 2017 by Intel

This paper addresses how the Smart Video (SV) system architecture is increasing in complexity and evolving into new industries and use cases.

Keras UI: A GUI to Manage Image Classification

13 May 2019 by Daniele Fontani

A tool for managing CNN training built on django helps to understand image classification

Let's Build a Robot!

16 Aug 2016 by DataBytzAI

Are you a developer? ... then you can build a robot...

LipingPtr C++ Template Class

29 Jun 2008 by Liping Dai

A C++ Smart Pointer Template Class Implementation

Mango, Photo Editor with OpenCV

10 Dec 2008 by auralius manurung

An article on implementing basic use of OpenCV to manipulate pictures

Motion Detection in Android - Howto

29 Jun 2014 by mengwangk

Using OpenCV4Android in Android App

Motion Heatmap

15 Dec 2017 by Intel

This sample application is useful to see movement patterns over time.

IoT

Mouse Control via Webcam

10 Dec 2012 by sajidhussainbaloch, saadhafeez, Anas Hashmi, Sajjad Idrees

Control your mouse using hand gestures

Multi Class Logistic Regression Training and Testing

12 Aug 2014 by pi19404

IntroductionIn this article we will look at training and testing of a Multi-class Logistic Classifier Logistic regression is a probabilistic, linear classifier. It is parametrized by a weight matrix $W$ and a bias vector $b$. Classification is done by projecting data points onto a set of hyperpl

testing

My Photo Editor

25 Jul 2012 by Long Nguyen (xyz)

This is about how to make a simple sofware like photoshop using Visual Studio C++ and OpenCV

Navigating The Landscape Of Ides

19 Jul 2016 by Intel

This article provides general guidelines to help you choose the right IDE for your projects as well as the high-level features and programming languages that each IDE supports.

Night vision camera in Android using OpenCV

30 Sep 2016 by mengwangk

Night vision in Android using OpenCV

Java

Android