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.
• 2. 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

• ieee covid dataset
• Kaggle Pneumonia Dataset