Recently the world has come across a pandemic disease known as covid-19 . The presence of symptoms of covid-19 and pneumonia may be alike to other types of lung illnesses . So, because of this, it is difficult for the affected person or medical experts to identify the condition . Chest x-ray provides general orientation which can be an initial investigative study in the analysis of lung diseases . Information from retenogram studies help the finding of covid-19 and pneumonia affecting the lungs . We use a Convolution Neural Network (CNN) in Tensor Flow and Keras based covid-19, pneumonia classification . The best fit model of CNN is then deployed in the Django framework for providing a better user interface and predicting the output.