Pneumonia Detection from X- Ray Images using Convolutional Neural Networks

Pneumonia is a condition in which the air sacs in the lungs, known as alveoli, become inflamed due to an infection. This inflammation causes the affected air sacs to fill up with fluid or pus. Pneumonia is a condition in which the air sacs in the lungs, known as alveoli, become inflamed due to an infection. This inflammation causes the affected air sacs to fill up with fluid or pus.Mild to severe symptoms might range from having a cough that produces mucus (a sticky substance), to having a fever, chills, and difficulty breathing. Your age, general health, and the cause of your illness all affect how serious your case of pneumonia is.During 2020,COVID pandemic, pneumonia had been a life-threatening disease. Many people have expired during the COVID crisis. However, 50% of the people full of COVID were recovered by medication. On the opposite hand people faced with pneumonia, if tormented by COVID -19 hopelessly lost their lives. The patients littered with pneumonia were 54.64% among severe COVID-19 cases and 5% mediocre COVID-19 cases.The project requires the proper x-ray image of the patient. The preference is on x-ray since it's affordable for people too. X-ray is cost-efficient in comparison to CT-SCAN.