CNN based Deep Learning for Pneumonia Detection

The role of artificial intelligence in our society is growing, according to recent developments. CNNs, also known as convolutional neural networks, are an artificial intelligence algorithm class used in computer vision and image processing. a future-oriented medical technology with great potential. The capacity to manipulate and examine images could aid in a more accurate diagnosis of medical conditions. This article introduces a lung X-ray image classification model that was developed and evaluated on an 8071 sample of chest x-ray images using the proposed CNN model. Patients fall into one of three categories: those who are healthy, those who have viral or bacterial pneumonia, or both. An investigation into the phenomenon of lung diseases like asthma and covid 19 along with pneumonia detection was conducted as a result of the effects of incorporating data augmentation techniques on the prevention and performance of the model. The precision obtained from the analysis’s findings demonstrates an accuracy of 97% detection, and these discoveries hold great promise for the future.