Elif Beyza Özkan
Portfolio
Tumor Detection in Brain MR Image
● Detecting existing brain tumor in brain MR images using OpenCV library in Python.
Web Designs
● Web Designs I Created on WordPress.
Time Limited Maze Game
● The project was carried out using Arduino Uno, two MG90S Servo Motors, Led, Switch, battery and joystick.
YOLOv8: Real Time Object Detection
● Real-time object detection has been performed using the YOLOv8 algorithm.
Image Denoising with Autoencoders
● Image denoising applications have been performed using Autoencoder, and the model performance has been evaluated with various metrics
Anomaly Detection on Time Series
● Anomaly detection has been performed using Isolation Forest, K-Means, and Local Outlier Factor (LOF) algorithms. ● Different machine learning methods have been applied to the dataset to identify anomalous data, and the performance of the algorithms has been visualized.