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Articles by Sergey L. Gladkiy (Articles: 36)

Articles: 36

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Average article rating: 4.92

Artificial Intelligence
6 Oct 2020   Updated: 6 Oct 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 6,726     Bookmarked: 5   Downloaded: 56
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In this article, we’ll discuss the pros and cons of the existing DNN approaches and select a pre-trained model for further experimentation.
13 Oct 2020   Updated: 13 Oct 2020   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 7,070     Bookmarked: 5   Downloaded: 80
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In this article we’ll develop Python code for person detection in a video stream.
30 Jul 2021   Updated: 30 Jul 2021   Rating: 5.00/5    Votes: 4   Popularity: 3.01
Licence: CPOL    Views: 15,831     Bookmarked: 15   Downloaded: 0
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In this article, we’ll wrap the face identification model in a simple Web API, create a client application on the Raspberry Pi, and run the client-server system.
3 Aug 2021   Updated: 3 Aug 2021   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 8,450     Bookmarked: 7   Downloaded: 0
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In this next article of the series, we’ll show how to run the face recognition servers on Kubernetes.
Deep Learning
20 Jul 2020   Updated: 20 Jul 2020   Rating: 4.88/5    Votes: 5   Popularity: 3.41
Licence: CPOL    Views: 14,074     Bookmarked: 2   Downloaded: 176
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In this article we’ll talk about the selection and acquisition of the image dataset.
23 Jul 2020   Updated: 23 Jul 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 7,443     Bookmarked: 2   Downloaded: 83
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In this article we train the CNN for age estimation.
24 Jul 2020   Updated: 24 Jul 2020   Rating: 4.88/5    Votes: 5   Popularity: 3.41
Licence: CPOL    Views: 11,323     Bookmarked: 2   Downloaded: 234
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In this article we will explain how to use the pre-trained CNN for estimating a person’s age from an image.
16 Dec 2020   Updated: 16 Dec 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 8,013     Bookmarked: 3   Downloaded: 92
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In the next article, we’ll use a pre-trained DNN to detect pests on video.
17 Dec 2020   Updated: 17 Dec 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 5,534     Bookmarked: 3   Downloaded: 41
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In this we’ll talk about some ideas for detecting "exotic" pests, such as moose and armadillos.
18 Dec 2020   Updated: 18 Dec 2020   Rating: 4.60/5    Votes: 4   Popularity: 2.77
Licence: CPOL    Views: 5,560     Bookmarked: 0   Downloaded: 46
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In this article we’ll create the training dataset for our pest of choice: The moose.
21 Dec 2020   Updated: 21 Dec 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 6,041     Bookmarked: 2   Downloaded: 70
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In this article, we’ll see how the same result can be achieved by data augmentation.
22 Dec 2020   Updated: 22 Dec 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 7,130     Bookmarked: 5   Downloaded: 62
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In this article, we’ll discuss training our DNN classifier with the augmented dataset.
23 Dec 2020   Updated: 23 Dec 2020   Rating: 5.00/5    Votes: 5   Popularity: 3.49
Licence: CPOL    Views: 9,300     Bookmarked: 6   Downloaded: 133
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In this article, we’ll show you how to develop a simple motion detector and combine it with the trained DNN model to detect moose on video.
24 Dec 2020   Updated: 24 Dec 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 6,891     Bookmarked: 5   Downloaded: 57
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In this article, we’ll test our detection algorithm on a Raspberry Pi 3 device and create the "scare pests away" part of our pest eliminator by playing a loud sound.
15 Dec 2020   Updated: 3 Mar 2021   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 8,960     Bookmarked: 4   Downloaded: 563
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In this article, we compared two DNN types we can use to detect pests: detectors and classifiers.
16 Jul 2021   Updated: 16 Jul 2021   Rating: 4.73/5    Votes: 4   Popularity: 2.85
Licence: CPOL    Views: 6,391     Bookmarked: 11   Downloaded: 426
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In this article we discuss the principles of face detection and facial recognition.
19 Jul 2021   Updated: 19 Jul 2021   Rating: 4.71/5    Votes: 3   Popularity: 2.25
Licence: CPOL    Views: 6,326     Bookmarked: 4   Downloaded: 431
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In this article, we’ll run a pretrained DNN model to detect faces in video.
21 Jul 2021   Updated: 21 Jul 2021   Rating: 5.00/5    Votes: 4   Popularity: 3.01
Licence: CPOL    Views: 12,300     Bookmarked: 10   Downloaded: 481
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In this article we’ll run our face detector on a Raspberry Pi device.
22 Jul 2021   Updated: 22 Jul 2021   Rating: 5.00/5    Votes: 1   Popularity: 0.00
Licence: CPOL    Views: 8,541     Bookmarked: 6   Downloaded: 569
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In this article we’ll explain how to create a simple database for face recognition.
Keras
17 Jul 2020   Updated: 17 Jul 2020   Rating: 5.00/5    Votes: 7   Popularity: 4.23
Licence: CPOL    Views: 9,169     Bookmarked: 7   Downloaded: 172
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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.
21 Jul 2020   Updated: 21 Jul 2020   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 6,482     Bookmarked: 2   Downloaded: 108
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In this article we’ll guide you through one of the most difficult steps in the DL pipeline: the CNN design.
22 Jul 2020   Updated: 22 Jul 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 8,691     Bookmarked: 3   Downloaded: 96
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In this article we’ll build the network we’ve designed using the Keras framework.
20 Jul 2021   Updated: 20 Jul 2021   Rating: 4.82/5    Votes: 3   Popularity: 2.30
Licence: CPOL    Views: 8,591     Bookmarked: 2   Downloaded: 287
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In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.
28 Jul 2021   Updated: 28 Jul 2021   Rating: 4.91/5    Votes: 4   Popularity: 2.96
Licence: CPOL    Views: 10,780     Bookmarked: 12   Downloaded: 2,856
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In this article, we focus on developing and testing a face identification algorithm along with the face detection module.
29 Jul 2021   Updated: 29 Jul 2021   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 10,510     Bookmarked: 11   Downloaded: 0
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In this article we create a Docker container for this system.
Neural Networks
5 Oct 2020   Updated: 5 Oct 2020   Rating: 5.00/5    Votes: 6   Popularity: 3.89
Licence: CPOL    Views: 9,189     Bookmarked: 8   Downloaded: 1,389
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This is the first in an article series where we’ll show you how to detect people in real time (or near-real time) on Raspberry Pi.
7 Oct 2020   Updated: 7 Oct 2020   Rating: 5.00/5    Votes: 5   Popularity: 3.49
Licence: CPOL    Views: 7,699     Bookmarked: 2   Downloaded: 66
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In this article, we’ll showcase the Python code for launching these models and detect humans in images.
8 Oct 2020   Updated: 8 Oct 2020   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 6,336     Bookmarked: 4   Downloaded: 53
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In this article, we’ll see how you can install Python-OpenCV on the device and run the code.
9 Oct 2020   Updated: 9 Oct 2020   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 6,193     Bookmarked: 1   Downloaded: 47
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In this article, we’ll test the accuracy and the performance of the MibileNet and SqueezeNet models on the Raspberry Pi device.
14 Oct 2020   Updated: 14 Oct 2020   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 8,166     Bookmarked: 5   Downloaded: 140
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In this article, we’ll modify the code for real-time processing on an edge device.
4 Aug 2021   Updated: 4 Aug 2021   Rating: 4.06/5    Votes: 3   Popularity: 1.94
Licence: CPOL    Views: 8,802     Bookmarked: 10   Downloaded: 0
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In this article, we’ll discuss some aspects of developing a facial recognition system from scratch.
Desktop Programming
WPF
14 Dec 2017   Updated: 14 Dec 2017   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: CPOL    Views: 10,012     Bookmarked: 5   Downloaded: 115
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Simple edit control for physical data input
Internet of Things
Raspberry-Pi
7 Feb 2022   Updated: 7 Feb 2022   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: CPOL    Views: 5,130     Bookmarked: 5   Downloaded: 95
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How to create a driver distraction detector and how to run it on an Arm-powered device like a Raspberry Pi or Jetson Nano
Programming Languages
C#
21 Dec 2015   Updated: 21 Dec 2015   Rating: 4.95/5    Votes: 27   Popularity: 7.00
Licence: CPOL    Views: 31,995     Bookmarked: 33   Downloaded: 528
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Suggests one approach to deal with physical values for building scientific and engineering programs.
26 Oct 2015   Updated: 26 Oct 2015   Rating: 5.00/5    Votes: 7   Popularity: 4.23
Licence: CPOL    Views: 26,518     Bookmarked: 14   Downloaded: 0
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The article describes how to use analytical calculations in C# for solving nonlinear equation systems.
31 Jan 2021   Updated: 31 Jan 2021   Rating: 4.75/5    Votes: 9   Popularity: 4.53
Licence: CPOL    Views: 9,990     Bookmarked: 15   Downloaded: 0
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The article describes one of the possible simple symbolic integration approaches.
XML
10 Mar 2019   Updated: 10 Mar 2019   Rating: 5.00/5    Votes: 10   Popularity: 5.00
Licence: CPOL    Views: 19,439     Bookmarked: 15   Downloaded: 0
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The article describes a simple way of realizing math formula evaluation and drawing in WPF applications.

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Team Leader VIPAKS
Russian Federation Russian Federation
EDUCATION:

Master’s degree in Mechanics.

PhD degree in Mathematics and Physics.



PROFESSIONAL EXPERIENCE:

15 years’ experience in developing scientific programs
(C#, C++, Delphi, Java, Fortran).



SCIENTIFIC INTERESTS:

Mathematical modeling, symbolic computer algebra, numerical methods, 3D geometry modeling, artificial intelligence, differential equations, boundary value problems.