Pneumonia Detection Using Deep Learning Methods Faiza Mehboob Qaimkhani1, MdGulzar Hussain1, Ye Shiren1 and Jiang Xingfang2* Abstract A child dies of pneumonia every 39 seconds, around children dies in a year according to UNICEF, pneumonia is respiratory infection which affects the lungs, causes problem in breathing, pneumonia is detected by