Supported Figures for scientific paper

YOLO v3 format of traffic signs dataset to train and test detector

YOLO v5 format of the traffic signs dataset to train and test detector

How does annotated image in YOLO format looks like? Analyze txt annotation file.

Лабораторные работы

Examples on how to process xml files in Python

Сичкар В.Н.

Calculate circumference of different figures

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

Valentyn N. Sichkar. GitHub Scholar Page

Instructions on how to use Tensorflow and Keras functions ‘get_weights()’ and ‘set_weights()’.

Track movement of the object via convolution in Real Time. Calculate object centre and visualize tracker line

Demonstrate convolution in Real Time by camera. Visualize object contour. Compute and draw bounding box by contours coordinates

Moving direction OpenCV Python

Effective Traffic Signs Classification by CNN

Applied geometric transformations for Traffic Signs images

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

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

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

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

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

Understanding of use of mAP as a metric for Objects Detection problems

Course on how to build your own Detector based on YOLO version 3 algorithm

Counting Unique Words in the given txt files by using Binary Search Tree

Using lists create an array of spiral form in Python

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

Traffic Sign Classification with Convolutional Neural Networks in Python