Valentyn N Sichkar (@sichkar-valentyn)

Top repositories

1

Reinforcement_Learning_in_Python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa
Python
369
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2

Neural_Networks_for_Computer_Vision

Implementing Neural Networks for Computer Vision in autonomous vehicles and robotics for classification, pattern recognition, control. Using Python, numpy, tensorflow. From basics to complex project
Jupyter Notebook
23
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3

Intelligent_Mobile_Robot

Intelligent Navigation System of mobile robot with ten Ultrasonic sensors, user interface via C# Windows Form Application, instructions and videos on how to assemble mobile robotic platform
C#
17
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4

Transportation_Problem

Transportation Model for an optimal strategy for distributing a commodity from a group of supply centers to various receiving centers. Solved in C# Windows Form Application
C#
14
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5

Matlab_implementation_of_Neural_Networks

Matlab implementation of Neural Networks Results for Alarm-Warning Control System of mobile robot with five Ultrasonic sensors
MATLAB
13
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6

Traffic-Signs-dataset-in-YOLO-v3-format

YOLO v3 format of traffic signs dataset to train and test detector
Jupyter Notebook
9
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7

Restoration_of_images_in_Matlab

Restoration of images in Matlab using inverse filtration technique
MATLAB
5
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8

Analysis_of_Characteristics_for_Direct_Current_Motor_in_Matlab

Simulation of Linear Control Systems using Functions From Control System Toolbox in Matlab
MATLAB
5
star
9

Radon_Transformation_Matlab

Radon Transformations in Matlab
MATLAB
4
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10

Traffic-Signs-Classification-with-CNN

Effective Traffic Signs Classification by CNN
Jupyter Notebook
3
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11

Matlab_image_converting

Using MATLAB functions, converting images in different formats
MATLAB
3
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12

Matlab_and_FIR_Filters

Two-Dimensional Finite Impulse Response (FIR) Filters in Matlab
MATLAB
3
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13

Synthesis_SS_Controller

Synthesis of SS Controller in Matlab using Simulink
MATLAB
3
star
14

What-is-mAP-for-Objects-Detection-tasks-

Understanding of use of mAP as a metric for Objects Detection problems
Jupyter Notebook
3
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15

Color_Image_Processing_in_Matlab

Pseudo-color image processing, Luminance correction, Segmentation of image in Matlab
MATLAB
3
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16

Analysis_of_a_Nonlinear_Electromechanical_Plant

Analysis of a Nonlinear Electromechanical Plant in Matlab Using Simulink Model
MATLAB
3
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17

Knowledge_Base_Represented_by_Semantic_Web_Language

Semantic Web languages OWL and RDF for knowledge representation of Alarm-Warning system for mobile robot showing the states for each sensor
3
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18

Processing_html_files_in_Python

Examples on how to process html files in Python
Python
2
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19

String_Decoding

Decoding input string - so called task of 'decompression'
Python
2
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20

Image_processing_in_Python

Image processing in Python. Reading, converting to different formats, implementing filtering, convolving images, detecting edges, cropping and resizing images
Python
2
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21

Machine_Learning_in_Python

Practical experiments on Machine Learning in Python. Processing of sentences and finding relevant ones, approximation of function with polynomials, function optimization
Python
2
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22

Backpropagation

Backpropagation in Neural Network (NN) with Python
1
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23

traffic_sign

Traffic Sign Classification with Convolutional Neural Networks in Python
1
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24

Logistic_Regression

Implementing Logistic Regression for the Image Recognition task
1
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25

Encoding_Decoding_in_Python

Simple example how to encode and decode strings in Python
Python
1
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26

identify-moving-direction-opencv-python

Moving direction OpenCV Python
Python
1
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27

Sparql_query_using_C_Sharp

Sparql query programming using C#
C#
1
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28

Functions_in_Python

Creating functions in Python
Python
1
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29

Convolutional_Neural_Network

Convolutional Neural Network
1
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30

jolly_jumper_sequence

Checking if the input is so called "jolly jumper"
Python
1
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31

Correlation_function_and_Fourier_Transform_in_Matlab

Using Correlation function and Fourier Transform to find one specific letter in the image with the text
MATLAB
1
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32

Reading_Data_from_Resistor

Switching on and switching off LEDs according to the data from analog input
C++
1
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33

Variables_and_Branching_in_Python

Variables and Branching in Python
Python
1
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34

C_Sharp_Windows_Form_data_transceiver

C# program to communicate with Arduino
C#
1
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35

Analysis_of_a_digital_stabilization_system

Analysis of a digital stabilization system
MATLAB
1
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36

Modules_in_Python

Examples of importing modules in Python and usage of them
Jupyter Notebook
1
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37

Switching_on_LED_by_1_and_0

Sending to the Serial Port 1 and 0 to switch on and switch off LED in Arduino Microcontroller
C++
1
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38

Matlab_Functions_and_Spatial_Techniques_for_Image_Processing

Spatial techniques for image processing in Matlab
MATLAB
1
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39

Introduction_in_Python

Simple mathematical operations in Python
Python
1
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40

XML_files_in_Python

Examples on how to process xml files in Python
Python
1
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41

Dynamic_Analysis_of_Current_and_Velocity_Loops

Simulation of a DC motors feedback loop via current and velocity regulation
MATLAB
1
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42

1-million-images-for-Traffic-Signs-Classification-tasks

Applied geometric transformations for Traffic Signs images
1
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43

While_loop_and_lists_in_Python

Working with while loop and lists in Python
Python
1
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44

Iterations_Functions_Sequences_in_Python

Example of simple functions, sequences and operations with them
Python
1
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45

Introduction_into_Neural_Networks

Introduction into Neural Networks
1
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46

Multiplication_Table

Simple example of multiplication table and how to use loops and tabulation in Python
Python
1
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47

Roman_number_to_decimal_number

Conversion Roman number to decimal number system
Python
1
star