no code implementations • 9 Mar 2022 • Muhammed Can Keles, Batuhan Salmanoglu, Mehmet Serdar Guzel, Baran Gursoy, Gazi Erkan Bostanci
We have seen that sliced inference increases the AP50 score in all experiments, this effect was greater for the YOLOv5 models compared to the YOLOX models.
no code implementations • 23 Jun 2021 • Talha Dilber, Mehmet Serdar Guzel, Erkan Bostanci
By using this method, the video data is processed as pixels and the result is produced as a video segment.
no code implementations • 12 Feb 2021 • Mustafa Zor, Erkan Bostanci, Mehmet Serdar Guzel, Erinc Karatas
Interpolation and internal painting are one of the basic approaches in image internal painting, which is used to eliminate undesirable parts that occur in digital images or to enhance faulty parts.
no code implementations • 29 Jan 2021 • Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Guzel
The aim of this study is to compare the performance of different machine learning algorithms in detecting Turkish messages containing cyberbullying.
Computers and Society
no code implementations • 29 Jan 2021 • Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Guzel
It is well known that social media has revolutionized communication.
Machine Translation Sentiment Analysis Computers and Society
no code implementations • 6 Jul 2019 • Elit Cenk Alp, Mehmet Serdar Guzel
Flappy Bird, which has a very high popularity, has been trained in many algorithms.
no code implementations • 2 Apr 2018 • Abdullah Asim Yilmaz, Mehmet Serdar Guzel, Iman Askerbeyli, Erkan Bostanci
The purpose of this study is to successfully train our vehicle detector using R-CNN, Faster R-CNN deep learning methods on a sample vehicle data sets and to optimize the success rate of the trained detector by providing efficient results for vehicle detection by testing the trained vehicle detector on the test data.
no code implementations • 19 Mar 2018 • Ali Canberk Anar, Erkan Bostanci, Mehmet Serdar Guzel
A tractor parked at a parking lot was classified with the proximity of 12. 88%.
no code implementations • 20 Apr 2017 • Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Guzel
Genetic Algorithms are widely used in many different optimization problems including layout design.
no code implementations • 20 Apr 2017 • Erkan Bostanci, Nadia Kanwal, Betul Bostanci, Mehmet Serdar Guzel
This is mainly due to the image content which is affected by the scene, lighting and imaging conditions.