chest-xray-pneumonia

Citation Author(s):
Anubhav
Saha
Yateendra
Mishra
Submitted by:
Anubhav Saha
Last updated:
Fri, 05/07/2021 - 10:21
DOI:
10.21227/3zek-xv94
License:
0
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Abstract 

Medical Symptoms are sometimes very tricky to analyse in real time as it takes time for example, first to detect the symptoms then to perform some tests and finally coming to a solution. This process can be eliminated and lot of time can be saved by introducing the concept of Deep learning. CNNs create a network for extracting the features of a given image in order to evaluate the image based on the conditions required. This property of the CNN is used as a certain advantage in order to detect the symptoms based on the type of X-ray images provided.

Instructions: 
  • The dataset contains files compatible with both windows and MAC
  • There a backup folder with the same name incase anything goes wrong
  • The folder contains three files
    • train
    • test
    • val