/COVID19-Diagnosis

COVID-19 Diagnosis from chest X-Ray images using COVID-19 Radiography Dataset.

Primary LanguageJupyter Notebook

COVID-19 Diagnosis

COVID-19 Diagnosis from chest X-Ray images using COVID-19 Radiography Dataset.

COVID-19 pneumonia causes the density of the lungs to increase and the imaging techniques play an important role in supporting the diagnosis and grading the severity of disease.

This project can be used for medical purposes. ezgif-5-be6229474f

Model Loss and Accuracy Graph for Training and Validation

image

Confusion Matrix

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Accuracy: %96.16

Clone Project and Run Flask Client

Create Virtual Environment

python -m venv .env

Activate Virtual Environment

source .env/bin/active

Install Dependencies

pip install -r requirements.txt

Run Flask Client

python app.py

You can reach the project at localhost:5000.