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Computer Vision Algorithms for Objects Detection
๐Ÿ‘๏ธโ€๐Ÿ—จ๏ธ
Computer Vision Algorithms for Objects Detection
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  1. 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# 13 7

  2. 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 206 85

  3. 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 20 7

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

    Python 2 2

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

    Python 2 2

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

    MATLAB 12 4

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June 2022

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