/COVID-19

Detection of COVID-19 in a Given X-Ray using CNN.

Primary LanguageJupyter NotebookMIT LicenseMIT

COVID-19 DETECTION

COVID-19 Detection using ResNet.

DATASET

There are two different dataset made by collecting images from multiple resources. The consolidated dataset contain appx. 1300 X-Ray images.

  • Small Dataset - covid (contain appx 165 images)
  • Large Dataset - chest-xray (appx. 1180 images) can be downloaded from here

NOTEBOOKS

    1. Training Notebook - Data Exploration and Training is done in this notebook.
    1. Inference Notebook - Inference is done in this notebook.

FLASK APP

  • Simple FLASK App is added to test the model by uploading the image in a webpage.
  • Simple GUI added with html page which returns the label and confidence score.

REFRENCES