• Shreyas H C
• Rashmi B H
• Pruthvi Patel A S
• Prashanth S
• Vinutha S

Pneumonia is a disease which occurs in the lungs caused by a bacterial infection. Early diagnosis is an important factor for the successful treatment process. Generally, the disease can be diagnosed from chest X-ray images by an expert radiologist. The diagnoses can be subjective for some reasons such as the appearance of disease which can be unclear in chest X-ray images or can be confused with other diseases. It is also much more difficult to make clinical diagnoses with chest X-rays than with other imaging modalities. Therefore a computer aided diagnosis systems are needed as tools to assist in the clinical interpretation of chest x-rays would therefore fulfill an unmet need.To solve this problem we have developed an application that detects Pneumonia and predicts the accurate probability values.

CNN,Deep neural networks,Onnx,Keras,VGG16.

"PNEUMONIA PREDICTION USING MEDICAL IMAGE MODALITY", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 6, page no.1174-1179, June-2020, Available :http://www.jetir.org/papers/JETIR2006167.pdf

"PNEUMONIA PREDICTION USING MEDICAL IMAGE MODALITY", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp1174-1179, June-2020, Available at : http://www.jetir.org/papers/JETIR2006167.pdf