A Deep Learning Solution Framework for Awareness, Diagnosing and Predicting COVID-19

Covid-19 pandemic changed our world as many people lost their jobs. Technology’s role is helping and facilitating our life, this role highlights situations like covid-19 virus pandemic. In this paper, we propose an innovative framework integrated with the latest machine learning techniques to assist of the covid-19 virus outbreak. The proposed framework provides three modules awareness and guidance for individuals through Chabot, diagnosis and prediction of COVID-19. The initial diagnosis for covid-19 using chest X-ray and predictions for covid-19 new cases. Moreover, the proposed framework has the potential to help citizens and national healthcare systems in curtailing the COVID-19 pandemic. The Chabot represent all the following: the symptoms, precautions and safety measures, early detection for COVID-19 cases using chest X-ray, predictions for covid-19 new cases to in light governments with the future of the pandemic. The proposed framework assist the decision makers to make improved decisions in quarantine and lock-down.