Deep Learning For Classification Of Chest X-Ray Images (Covid 19)

no code implementations • 6 Jan 2023 • Benbakreti Samir, Said Mwanahija, Benbakreti Soumia, Umut Özkaya

Our goal in this project is to be able to classify different chest X-ray images containing Covid 19, viral pneumonia, lung opacity and normal images.

Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines

no code implementations • 11 Nov 2020 • Umut Özkaya, Şaban Öztürk, Serkan Budak, Farid Melgani, Kemal Polat

Unlike the pre-trained Convolutional Neural Networks (CNN) trained with the transfer learning method, the CSVM model is trained as a scratch.

Computed Tomography (CT) General Classification +1

Grain Surface Classification via Machine Learning Methods

no code implementations • 23 Sep 2020 • Hüseyin Duysak, Umut Özkaya, Enes Yiğit

Radar backscatter signals were recorded using a vector network analyzer between 18-40 GHz.

BIG-bench Machine Learning Classification +1

Automatic Target Recognition (ATR) from SAR Imaginary by Using Machine Learning Techniques

no code implementations • 11 Sep 2020 • Umut Özkaya

In this study, a machine learning-based method is proposed to detect different moving and stationary targets using SAR images.

BIG-bench Machine Learning