Click here to Skip to main content
15,119,455 members

Articles by Sergey L. Gladkiy (Articles: 36)

Articles: 36

RSS Feed

Average article rating: 4.92

Artificial Intelligence
Posted: 6 Oct 2020   Updated: 6 Oct 2020   Views: 3,946   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 5   Downloaded: 56
Please Sign up or sign in to vote.
In this article, we’ll discuss the pros and cons of the existing DNN approaches and select a pre-trained model for further experimentation.
Posted: 13 Oct 2020   Updated: 13 Oct 2020   Views: 4,270   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: The Code Project Open License (CPOL)      Bookmarked: 5   Downloaded: 80
Please Sign up or sign in to vote.
In this article we’ll develop Python code for person detection in a video stream.
Posted: 30 Jul 2021   Updated: 30 Jul 2021   Views: 7,420   Rating: 5.00/5    Votes: 4   Popularity: 3.01
Licence: The Code Project Open License (CPOL)      Bookmarked: 11   Downloaded: 0
Please Sign up or sign in to vote.
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.
Posted: 3 Aug 2021   Updated: 3 Aug 2021   Views: 4,000   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 4   Downloaded: 0
Please Sign up or sign in to vote.
In this next article of the series, we’ll show how to run the face recognition servers on Kubernetes.
Deep Learning
Posted: 20 Jul 2020   Updated: 20 Jul 2020   Views: 5,934   Rating: 4.88/5    Votes: 5   Popularity: 3.41
Licence: The Code Project Open License (CPOL)      Bookmarked: 2   Downloaded: 129
Please Sign up or sign in to vote.
In this article we’ll talk about the selection and acquisition of the image dataset.
Posted: 23 Jul 2020   Updated: 23 Jul 2020   Views: 4,253   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 2   Downloaded: 61
Please Sign up or sign in to vote.
In this article we train the CNN for age estimation.
Posted: 24 Jul 2020   Updated: 24 Jul 2020   Views: 5,443   Rating: 5.00/5    Votes: 4   Popularity: 3.01
Licence: The Code Project Open License (CPOL)      Bookmarked: 2   Downloaded: 165
Please Sign up or sign in to vote.
In this article we will explain how to use the pre-trained CNN for estimating a person’s age from an image.
Posted: 16 Dec 2020   Updated: 16 Dec 2020   Views: 3,573   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 3   Downloaded: 55
Please Sign up or sign in to vote.
In the next article, we’ll use a pre-trained DNN to detect pests on video.
Posted: 17 Dec 2020   Updated: 17 Dec 2020   Views: 3,004   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 3   Downloaded: 34
Please Sign up or sign in to vote.
In this we’ll talk about some ideas for detecting "exotic" pests, such as moose and armadillos.
Posted: 18 Dec 2020   Updated: 18 Dec 2020   Views: 3,110   Rating: 4.60/5    Votes: 4   Popularity: 2.77
Licence: The Code Project Open License (CPOL)      Bookmarked: 0   Downloaded: 35
Please Sign up or sign in to vote.
In this article we’ll create the training dataset for our pest of choice: The moose.
Posted: 21 Dec 2020   Updated: 21 Dec 2020   Views: 2,600   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 2   Downloaded: 33
Please Sign up or sign in to vote.
In this article, we’ll see how the same result can be achieved by data augmentation.
Posted: 22 Dec 2020   Updated: 22 Dec 2020   Views: 3,330   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 5   Downloaded: 47
Please Sign up or sign in to vote.
In this article, we’ll discuss training our DNN classifier with the augmented dataset.
Posted: 23 Dec 2020   Updated: 23 Dec 2020   Views: 4,370   Rating: 5.00/5    Votes: 5   Popularity: 3.49
Licence: The Code Project Open License (CPOL)      Bookmarked: 6   Downloaded: 73
Please Sign up or sign in to vote.
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.
Posted: 24 Dec 2020   Updated: 24 Dec 2020   Views: 3,211   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 4   Downloaded: 38
Please Sign up or sign in to vote.
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.
Posted: 15 Dec 2020   Updated: 3 Mar 2021   Views: 5,260   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 4   Downloaded: 270
Please Sign up or sign in to vote.
In this article, we compared two DNN types we can use to detect pests: detectors and classifiers.
Posted: 16 Jul 2021   Updated: 16 Jul 2021   Views: 2,330   Rating: 4.64/5    Votes: 3   Popularity: 2.21
Licence: The Code Project Open License (CPOL)      Bookmarked: 11   Downloaded: 208
Please Sign up or sign in to vote.
In this article we discuss the principles of face detection and facial recognition.
Posted: 19 Jul 2021   Updated: 19 Jul 2021   Views: 2,350   Rating: 4.60/5    Votes: 2   Popularity: 1.38
Licence: The Code Project Open License (CPOL)      Bookmarked: 4   Downloaded: 241
Please Sign up or sign in to vote.
In this article, we’ll run a pretrained DNN model to detect faces in video.
Posted: 21 Jul 2021   Updated: 21 Jul 2021   Views: 4,760   Rating: 5.00/5    Votes: 4   Popularity: 3.01
Licence: The Code Project Open License (CPOL)      Bookmarked: 9   Downloaded: 235
Please Sign up or sign in to vote.
In this article we’ll run our face detector on a Raspberry Pi device.
Posted: 22 Jul 2021   Updated: 22 Jul 2021   Views: 2,690   Rating: 5.00/5    Votes: 1   Popularity: 0.00
Licence: The Code Project Open License (CPOL)      Bookmarked: 5   Downloaded: 208
Please Sign up or sign in to vote.
In this article we’ll explain how to create a simple database for face recognition.
Keras
Posted: 17 Jul 2020   Updated: 17 Jul 2020   Views: 4,988   Rating: 5.00/5    Votes: 6   Popularity: 3.89
Licence: The Code Project Open License (CPOL)      Bookmarked: 7   Downloaded: 104
Please Sign up or sign in to vote.
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.
Posted: 21 Jul 2020   Updated: 21 Jul 2020   Views: 3,992   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: The Code Project Open License (CPOL)      Bookmarked: 2   Downloaded: 92
Please Sign up or sign in to vote.
In this article we’ll guide you through one of the most difficult steps in the DL pipeline: the CNN design.
Posted: 22 Jul 2020   Updated: 22 Jul 2020   Views: 4,461   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 3   Downloaded: 86
Please Sign up or sign in to vote.
In this article we’ll build the network we’ve designed using the Keras framework.
Posted: 20 Jul 2021   Updated: 20 Jul 2021   Views: 2,330   Rating: 4.82/5    Votes: 3   Popularity: 2.30
Licence: The Code Project Open License (CPOL)      Bookmarked: 1   Downloaded: 117
Please Sign up or sign in to vote.
In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.
Posted: 28 Jul 2021   Updated: 28 Jul 2021   Views: 4,200   Rating: 4.90/5    Votes: 3   Popularity: 2.34
Licence: The Code Project Open License (CPOL)      Bookmarked: 9   Downloaded: 1,759
Please Sign up or sign in to vote.
In this article, we focus on developing and testing a face identification algorithm along with the face detection module.
Posted: 29 Jul 2021   Updated: 29 Jul 2021   Views: 4,680   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 6   Downloaded: 0
Please Sign up or sign in to vote.
In this article we create a Docker container for this system.
Neural Networks
Posted: 5 Oct 2020   Updated: 5 Oct 2020   Views: 4,818   Rating: 5.00/5    Votes: 6   Popularity: 3.89
Licence: The Code Project Open License (CPOL)      Bookmarked: 7   Downloaded: 604
Please Sign up or sign in to vote.
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.
Posted: 7 Oct 2020   Updated: 7 Oct 2020   Views: 3,919   Rating: 5.00/5    Votes: 5   Popularity: 3.49
Licence: The Code Project Open License (CPOL)      Bookmarked: 1   Downloaded: 63
Please Sign up or sign in to vote.
In this article, we’ll showcase the Python code for launching these models and detect humans in images.
Posted: 8 Oct 2020   Updated: 8 Oct 2020   Views: 3,456   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: The Code Project Open License (CPOL)      Bookmarked: 3   Downloaded: 53
Please Sign up or sign in to vote.
In this article, we’ll see how you can install Python-OpenCV on the device and run the code.
Posted: 9 Oct 2020   Updated: 9 Oct 2020   Views: 3,513   Rating: 5.00/5    Votes: 3   Popularity: 2.39
Licence: The Code Project Open License (CPOL)      Bookmarked: 1   Downloaded: 46
Please Sign up or sign in to vote.
In this article, we’ll test the accuracy and the performance of the MibileNet and SqueezeNet models on the Raspberry Pi device.
Posted: 14 Oct 2020   Updated: 14 Oct 2020   Views: 4,646   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: The Code Project Open License (CPOL)      Bookmarked: 5   Downloaded: 131
Please Sign up or sign in to vote.
In this article, we’ll modify the code for real-time processing on an edge device.
Posted: 4 Aug 2021   Updated: 4 Aug 2021   Views: 4,100   Rating: 4.06/5    Votes: 3   Popularity: 1.94
Licence: The Code Project Open License (CPOL)      Bookmarked: 7   Downloaded: 0
Please Sign up or sign in to vote.
In this article, we’ll discuss some aspects of developing a facial recognition system from scratch.
Desktop Programming
WPF
Posted: 14 Dec 2017   Updated: 14 Dec 2017   Views: 8,002   Rating: 5.00/5    Votes: 2   Popularity: 1.51
Licence: The Code Project Open License (CPOL)      Bookmarked: 5   Downloaded: 107
Please Sign up or sign in to vote.
Simple edit control for physical data input
Programming Languages
C#
Posted: 21 Dec 2015   Updated: 21 Dec 2015   Views: 26,423   Rating: 4.95/5    Votes: 27   Popularity: 7.00
Licence: The Code Project Open License (CPOL)      Bookmarked: 33   Downloaded: 459
Please Sign up or sign in to vote.
Suggests one approach to deal with physical values for building scientific and engineering programs.
Posted: 26 Oct 2015   Updated: 26 Oct 2015   Views: 20,538   Rating: 5.00/5    Votes: 6   Popularity: 3.89
Licence: The Code Project Open License (CPOL)      Bookmarked: 14   Downloaded: 0
Please Sign up or sign in to vote.
The article describes how to use analytical calculations in C# for solving nonlinear equation systems.
Posted: 31 Jan 2021   Updated: 31 Jan 2021   Views: 5,270   Rating: 4.75/5    Votes: 9   Popularity: 4.53
Licence: The Code Project Open License (CPOL)      Bookmarked: 14   Downloaded: 0
Please Sign up or sign in to vote.
The article describes one of the possible simple symbolic integration approaches.
XML
Posted: 10 Mar 2019   Updated: 10 Mar 2019   Views: 11,439   Rating: 5.00/5    Votes: 10   Popularity: 5.00
Licence: The Code Project Open License (CPOL)      Bookmarked: 14   Downloaded: 0
Please Sign up or sign in to vote.
The article describes a simple way of realizing math formula evaluation and drawing in WPF applications.

Average blogs rating:

No blogs have been submitted.

Average tips rating:

No tips have been posted.

Average reference rating:

No reference articles have been posted.

Average project rating:

No projects have been posted.

Sergey L. Gladkiy
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.