A Study On Pneumonia Detection Using Chest X-Ray Images And Deep Learning Approach


Prediction of the Respiratory diseases at their earlier stages can be very useful specially to improve the survival rate of that patient. Pneumonia is one of the most threatening diseases due to which many people die and the main reason behind it is that many people don’t get to know about it in the early stages due to some reasons and when they know it, it’s too late. But, if these diseases are detected at the early stages, the probability of it being cured increases. But in numerous parts of the world far reaching screening by CT, MRI or X-ray is not pragmatic, so that midsection radiology stays in starting and most basic system. Keywords : CNN, Machine Learning, Image Processing.



Software And Hardware

• Hardware: Processor: i3 ,i5 RAM: 4GB Hard disk: 16 GB • Software: operating System : Windws2000/XP/7/8/10 Anaconda,jupyter,spyder,flask Frontend :-python Backend:- MYSQL