Pinned

1. 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# 8 3

2. 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 105 47

3. 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 12 5

4. 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 1

5. 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 1

6. Matlab_implementation_of_Neural_Networks

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

   MATLAB 8 3