Covid-19-Detector-CNN

Requirements & Dependencies

Tested this code using:

• Ubuntu 20.04.2 LTS
• Python 3.8.5
• Tensorflow 2.4.1
• Keras 2.4.3
• Opencv 4.5.2

requirements.txt consists required dependencies.
Easy way: You can install the requirements with the following commands:

cd myproject/
virtualenv venv
./venv/bin/activate
pip install -r requirements.txt

---

Dataset

This dataset contain 3616 COVID-19 positive cases along with 10,192 Normal, 6012 Lung Opacity (Non-COVID lung infection), and 1345 Viral Pneumonia images.
Used 1000s of normal and covid images.

NORMAL	COVID19

for the full dataset : https://www.kaggle.com/tawsifurrahman/covid19-radiography-database

Model

---

Train

Model trained with 1500 labeled images. Model fit parameters are:

batch_size = 16  
epochs = 20  
validation_split= 0.25

ACCURACY	LOSS

---

Results