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Pneumonia Detection Using Image Processing And Deep Learning

Pneumonia is the leading cause of death all around the world. On average, it kills 700,000 children per year on average and affects 7% of the world’s population. This condition is diagnosed mainly using X-rays. We have devised a novel Image processing-based Deep Learning approach to detect Pneumonia using the concept of Transfer Learning and Image Augmentation. We were able to achieve a recall score of 97.44% and an accuracy of 96.00%.