Symptom identification and early detection are the first steps towards a health condition diagnosis. The COVID-19 virus causes pneumonia-like symptoms such as fever, cough, shortness of breath. Many contraction tests necessitate extensive clinical protocols in medical settings. Clinical studies help with accurate analysis COVID-19, where has already spread to lungs most patients. majority exist...