Covid-19 Detection using CNN using Chest Xray
Drive_link for Dataset: https://drive.google.com/drive/folders/16Dh0vBX_5w5AdTP_XwAY65E8603dVoMk?usp=sharing
Original Dataset:https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
and https://github.com/ieee8023/covid-chestxray-dataset
Dataset Images after preprocessing:
Model:
Result Evaluation:
Model Loss and accuracy:
Confusion Matrix:
Test Accuracy = 96%
For More: https://medium.com/swlh/covid-19-detection-from-x-ray-using-deep-learning-a8b8046fc077