Özgür Hacımustafaoğlu's repositories
Air-Pollution-Prediction-DL
This repository inclludes a deep learning model for predicting the air pollution value for the next hour based on the pollution data of past 1 year hour by hour. The dataset contains reports on the weather and the level of pollution each hour for five years at the US embassy in Beijing, China.
Computer-Vision-OpenCV
This repository includes most of the core operations and techniques used for image processing and computer vision. Codes created using OpenCV computer vision library of Python. All images used in the codes can be found in the Images folder.
Municipal-Bus-Demand-Estimation-using-Deep-Learning
This repository includes a deep learning model for forecasting the bus demands of 10 different municipalities.
Virtual-Painting
A virtual painting program on a computer screen using a webcam and any color of object you choose as a drawing pen. The project programmed with Python. OpenCV computer vision library mainly used. The project includes 2 code files: one to determining the HSV properties of the object we will use, and the other to execute the drawing process. The techniques we used for this project are mentioned in the previous repository named "Image-Processing-OpenCV".
Machine-Learning-Pytorch
This repository includes basic machine learning and deep learning operations using Pytorch as well as creating some basic regression models from scratch.
Number-Plate-Detection-with-Computer-Vision
This project includes a real time number plate detection system using OpenCV Computer Vision library and Python programming language. The program detects the number plates captured by a camera and picks the number plate from the frame, then it saves the picked number plate if preferred.
Template-Detection
This repository includes locating a defined area in a given star map, using OpenCV computer vision library and Python programming language.
Text-File-Editor
This project aims to create a file editor program for manipulating the words in a text based file. The program has 3 main functions: finding, replacing and deleting the words in the selected file as the user pleases.