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Coronavirus is a large family of viruses that affects humans and damages respiratory functions ranging from cold to more serious diseases such as ARDS and SARS. But the most recently discovered virus causes COVID‐19. Isolation at home or hospital depends on one’s health history and conditions. The prevailing disease that might get instigated due to the existence of the virus might lead to deterioration in health. Therefore, there is a need for early detection of the virus. Recently, many works are found to be observed with the deployment of techniques for the detection based on chest X‐rays. In this work, a solution has been proposed that consists of a sample prototype of an AI‐based Flask‐driven web application framework that predicts the six different diseases including ARDS, bacteria, COVID‐19, SARS, Streptococcus, and virus. Here, each category of X‐ray images was placed under scrutiny and conducted …