android-simple-2d-game

arxiv-harvester

Automatic harvesting Arxiv.org for freshly published papers using relevant key words.

autoencoder_from_scratch

Building our own Autoencoder from scratch using Keras Python library. Exploring its components, namely, encoder and decoder and how they interconnect.

computer_vision_projects-1_document_scanner

This repository is dedicated to a real-life computer vision application with OpenCV. Precisely, building a Python application for document scanning using a series of morphological transformations.

computer_vision_projects_2_touchless_screen_from_scratch

This repository is dedicated to one of my computer vision projects for COVID-19. Precisely, building a touchless screen from scratch with Python. This logic can be used in principal in public places (train stations, ATMs, etc.) to avoid contact.

exploring_chicago_datasets

gesture_recognition

This directory is dedicated to the gesture recognition in the real-time. One step forward towards the computer vision projects I started before (see another directory).

k-nn_mushroom_classification

This is my tutorial on how one can use Sci-kit learn Python library to classify the mushroom data set on classes: edible VS. poisonous.

keras_guide_for_deep_nn

In this repository, I am showing a step-by-step guide on how to create a custom deep NN using Keras, a high-level neural network API, which is based on Tensorflow.

lstm_from_scratch_keras

Text-generating Neural Network in Keras (Tensorflow backend) from scratch using LSTM algorithm from Scratch. Building the LSTM model.

open_organic_shop_in_amsterdam

This is my complete step-by-step Exploratory Data Analysis (EDA) project. Here, I explore the Amsterdam neighborhood to find out the best place to open a new organic shop. I am using various Python libraries and packages to scrape the open data from the web, create the data frames, and generate nice visualizations, such as leaflet maps. In the end, I draw the conclusions and propose a few promising places for further exploration.

opencv_essentials

This project is dedicated to explain the OpenCV methods, concepts, give examples and teach everyone interested in learning OpenCV.

pomodoro_gui_in_python

A personal Pomodoro app written from scratch in Python. An attempt to create personal Pomodoro with additional settings such as tracking my own progress, adjustable settings, easy to use application with a nice GUI interface.

python_tutorials

Here, I will be going through various topics in python, uploading what I've learnt with an explanation.

regex_covid-19_papers

Due to a rising second wave of COVID-19 infections, I decided to do what I can to help people find more information about the novel coronavirus. This project is dedicated

ruslanbrilenkov

solar-limb

svm_mushroom_classification

This is my tutorial on how one can use Scikit-learn Python library to classify the mushroom data set on classes: edible VS. poisonous.

unsupervised_ml_from_scratch

This repository is dedicated for those who would like to get a hands-on experiense in Unsupervised Machine Learning algorythms. The idea is to write the algorythms from scratch based on the intrinsic understanding of the algorythm, i.e., with the minimum necessary extra packages. I will describe the algorythm and upload my Python codes. The comments are welcome.

weight_gain_tracker