Pneumonia-Evaluation-webapp

Webapp interface to Evaluate chest x-ray image for pneumonia using Trained CNN model.

Demonstration-:

2022-11-22.20-47-43.mp4

SOFTWARE REQUIRNMENTS:

1. Visual studio code
2. python 3.10

LIBRARY REQUIRNMENTS:

1. flask - pip install flask
2. flask_mysqldb - pip install flask_mysqldb
3. TensorFlow - pip install tensorflow==2.10
4. OpenCV - pip install opencv-python
5. Matplotlib - pip install matplotlib

How to setup -:

1. clone repository.

2. keep the structure of directories same do not change names of 'staticFiles' and 'templates' folder unless you know what you are doing.

3. Download p1.h5 model file and add it to any directory on your pc.

4. Give path to the p1.h5 file in following codeline (main.py)

   model = tf.keras.models.load_model('path here')

5. Download and install MySQL, you can Refer to this guide if you dont know what options to choose during installation.

6. Open MySQL Workbench login to localhost and run following command in Query tab.

    CREATE DATABASE IF NOT EXISTS `pythonlogin` DEFAULT CHARACTER SET utf8 COLLATE utf8_general_ci;
    USE `pythonlogin`;
   
    CREATE TABLE IF NOT EXISTS `accounts` (
        `id` int(11) NOT NULL AUTO_INCREMENT,
        `username` varchar(50) NOT NULL,
        `password` varchar(255) NOT NULL,
        `email` varchar(100) NOT NULL,
        PRIMARY KEY (`id`)
    ) ENGINE=InnoDB AUTO_INCREMENT=2 DEFAULT CHARSET=utf8;
   
    INSERT INTO `accounts` (`id`, `username`, `password`, `email`) VALUES (1, 'test', 'test', 'test@test.com');
   

7. Put your MySQl database password in app.config(main.py).

    # Enter your database connection details below
    app.config['MYSQL_HOST'] = 'localhost'
    app.config['MYSQL_USER'] = 'root'
    app.config['MYSQL_PASSWORD'] = 'Your password here'
    app.config['MYSQL_DB'] = 'pythonlogin'
   

8. Run main.py

References

https://stackoverflow.com/questions/23327293/flask-raises-templatenotfound-error-even-though-template-file-exists

https://thinkinfi.com/upload-and-display-image-in-flask-python/

https://flask.palletsprojects.com/en/2.2.x/patterns/fileuploads/

https://codeshack.io/login-system-python-flask-mysql/