Creating a new approach to Eulerian Video Magnification systems to exaggerate the vibrations from industrial machines to make the vibrations more visible to human eye. may 2024 python, computer vision

Bulding a master's thesis investigating how various face recognition models perform with different backends and metrics on several data augmentation techniques. feb 2024 python, deep learning, computer vision.

Creating an ultimate notion template where people can track their habits, behaviors, and daily life for years. feb 2024

Co-Building a multiple object detection, tracking and re-identification system using S-UAV and real datasets. june 2023 python, deep learning, computer vision

Building a project that compares loss functions for multi vehicle classification system using different optimization algorithms with my S-UAV dataset. june 2023 python, deep learning

Creation of S-UAV dataset for object detection and tracking that simulate real-world UAV videos, including variations in optical flow, occlusion, and segmentation. june 2021 unity, C#, python, computer vision

Built information extraction from unstructured texts: Designing deep learning models to extract Fuhrman grade from pathology reports of renal cell carcinoma patients in The Cancer Genome Atlas (TCGA). #2 out of 36 projects. january 2023 python, deep learning

Built comparison of histologic patterns project that proposes a deep learning-based approach to classify histologic patterns in lung adenocarcinoma, which is crucial for determining the appropriate treatment for patients. january 2023 python, deep learning

Built thesis project that analyze brain signals and classifying the relaxation and concentration moods of the signals by uV values over time points by using several machine learning methods. june 2021 python, machine learning, deep learning

Built alaz: a landing detection system using the Aruco library and OpenCV on a Jetson Nano for autonomous drones. november 2021 python, computer vision

Built project boost: the missions is rescuing the circle astronauts who are on the platforms and getting back to launcher platform before facing with out of oil issue or crashing somewhere. may 2020 unity, C#

Published conference paper: enhancing object detection algorithms by synthetic aerial images, IEEE-Turkiye Section. june 2023 python, computer vision, deep learning