Detection of Covid-19 from X-Ray Images Using Deep Learning
Keywords:
Covid-19, Deep Learning, Darknet-19, YOLOAbstract
Coronavirus disease 2019 (COVID-19) is a contagious disease caused by severe acute respiratory syndrome coronavirus. It is critical to detect the positive cases as early as possible so as to prevent the further spread of this epidemic and to quickly treat affected patients. To overcome this difficulty, we have developed a model using deep learning to detect covid-19 from x-ray images. This project aims to develop a model using Darknet-19 as a classifier for the you only look once (YOLO) real time object detection system. This project provides accurate diagnostics for binary classification (COVID vs. No-Findings).
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Copyright (c) 2021 S. Karthikeyan, A. R. Aravind, S. Ajay Surya, A. Alaimahal
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This work is licensed under a Creative Commons Attribution 4.0 International License.