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mateuszbugaj/README.md

I've got a couple of projects mostly for learning purposes, but you might want to check out these ones:

TwitchMicroscope

It is a (Java) chatbot that allows anyone to control an external device such as Cartesian Manipulator (with a real microscope) securely and easily via live-streaming platform Twitch.tv using user-defined commands.
I have also implemented firmware (C lang) that controls this Cartesian Manipulator and a controller for stepper motors used in this Manipulator.
So the stack looks like this:
TwitchMicroscope >> CartesianManipulator >> A4988Controller >> HALibrary

LSEDDemo2.webm

GenericI2C

This is a bit banged implementation of the I2C protocol developed and tested on the AVR microcontroller.
GenericI2CDemo is another repository in which I use this library to communicate with a gyroscope, read values from the digital encoder, and connect two AVR microcontrollers as transmitter and receiver.
For fun, I made this simple but useful logic analyzer using Arduino to read signals and JavaFX for a desktop application to show them.

SimpleLogicAnalyzer

Neural networks stuff

Position and rotation CNN

This is my system based on convolutional neural networks that learn how to estimate the relative position and rotation of 3D models from generated images.

Inverse Kinematics with AI

This genetic algorithm learns to control the 2-segment arm to perform basic inverse kinematics and reach the target.

InverseKinematicsWithAi.mp4

Neural Network-based pathfinder

This genetic algorithm learns to reach the target and tries to follow a road as much as possible.

Other

WaveFunctionCollapse

Implementation of the wave function collapse algorithm in Python to generate infinite patterns based on examples.

Pinned Loading

  1. Lidar Lidar Public

    C

  2. TwitchMicroscope TwitchMicroscope Public

    C++

  3. CrossCompiledProtocols CrossCompiledProtocols Public

    C++

  4. WaveFunctionCollapse WaveFunctionCollapse Public

    Implementation on a simple example in Jupyter Notebook accompanied with a Medium post post describing how WFC works

    Jupyter Notebook 9 1

  5. Position_and_rotation_CNN Position_and_rotation_CNN Public

    Implementation of convolutional neural network for prediction of position in 3D space and rotation in one axis of specified object. Uses regression of rotation into RGB color.

    HTML 1