Lukasz Staniszewski's repositories
ar-en-transliteration-mt
Arabic to english machine translation using classic and transliterated approach.
discord-music-bot
My first Python discord bot which plays music and is hosted on heroku.
focus-convolutional-neural-network
Implementation of Focus Convolutional Neural Network for Object Detection.
neural-networks-projects
PyTorch projects made during Neural Networks course.
bmp-img-rotation-x64-c-hybrid
BMP format image rotation made with hybrid programming (ASM x86-64 and C).
cinema-booking-app
Cinema tickets booking full-stack web application.
da-python-data-science-course
Materials from course about most popular datascience Python libraries.
football-frame-classifier
Aim of the task is to create a model, which will differentiate between different types of views encountered during a football match. The task is stated as a multiclass classification problem.
mask-detector
Client-server real-time covid-19 face mask detector.
ml-algorithms-scratch
Repository with popular Machine Learning algorithms made from scratch.
quantized-depth-estimation
Applying effective Neural Network architectures for Depth Estimation along with researching best quantization methods to reduce their size.
random-forest-svm-hybrid
Implementation of hybrid machine learning model - random forest using support vector machines.
daftcode-fastapi-app
My FastAPI application working with Heroku cloud platform and GitHub Actions CI/CD.
langtons-ant
Python implementation of cellular automaton - Langton's Ant.
linda-fifo-system
Multi-process comunication system supporting Linda language and using FIFO.
linux-file-organizer
Python program organizing files in directiories in Unix system.
lissajous-curve
Physics project visualizing Lissajous curves made using P5.js.
minesweeper
Minesweeper game made using Python.
multimedia-projects
Mini-projects created as part of the Multimedia Fundamentals course.
numerical-methods-projects
Numerical Methods projects made using Matlab for college course.
peer-to-peer-network
Simple peer-to-peer local network implemented using Python and sockets.
poi-path-finder
Determining the route on the map along with indicating the points of interest.
purchase-in-session-analysis
College data science project - analysis of customer's session in Electronic Store.
rock-clustering
Implementation of the ROCK: A Robust Clustering Algorithm for Categorical Attributes
sudoku-genetic-aco
Sudoku solvers using Genetic Algorithm and Ant Colony Optimization.