Coronavirus (COVID-19) is an infectious disease caused by the SARS-CoV-2 virus. Most infected people will experience moderate to severe respiratory illnesses and recover without the need for specialized treatment. Some, on the other hand, will become quite ill and seek medical care. Older people and those with poor health conditions such as cardiovascular disease, diabetes, chronic respiratory disease, or cancer are more likely to develop serious illness. Anyone can get sick with COVID-19 and get very sick or die at any age. Pneumonia is also an infection in one or both lungs caused by bacteria, viruses, or fungi. The infection leads to inflammation in the air sacs of the lungs, which are called alveoli. The alveoli get clogged with fluid or pus, making breathing difficult. So, for detecting the COVID-19 and Pneumonia in now a days become costly and time taking process especially for common people and radiologists. This paper introduces AUTO- ML process to detect the diseasesc(COVID or Pneumonia) inside the human lung.