shakyasaijal / pathology

This is a OOP PHP and Python Project where user can view their basic information from the report and can predict breast cancer using Custom made AI Model. It also have basic CRUD features and completed login/registration processes.

Custom Object Oriented PHP based on MVC

Breast Cancer Pathology With AI Prediction Model

Table of contents

• Pre-requisites
• Running it locally
• Project Setup
• Clone Database
• Credentials
• Artificial Intelligence

Pre-requisites

If you want to setup PHP and run the application in your host os.

• PHP >= v8.2
• Composer >= v2.5
• Python >= 3.8.10
• Virtualenv >= 20.14.0

Running it locally

/**
    If you want to clone the repo using https use https://github.com/shakyasaijal/pathology.git instead.
*/

Clone with SSH:
$ git clone [e-mail]:shakyasaijal/pathology.git
$ cd pathology

Project Setup

Important Setup

** Please put the root directory [pathology] in /var/www/html

/**
    The first thing you want to do is setting up the environment variables
*/

$ cd pathology/app/config
$ cp .env.example ./.env
$ sudo nano .env

Then change all the variables like database username, passwords, email address and its password, etc.

PHP Setup

Pull the dependencies and start server.

$ composer install

Python Setup

/**
    At first, we need to create virtual environment and install all dependencies.
*/

$ cd public/machine-learning
$ virtualenv venv
$ source venv/bin/activate
$ pip install -r requirements.txt

Now, we will start python server

$ python predict.py

Clone Database

** I have attached pathology.sql file. You can simply import it. It somehow it does not working, then:

* Create a database named `pathology`, then import tables.sql

Credentials

Admin

** Admin link

/pathology/admin

** Email

[e-mail]

** Password

admin@123

Normal User

** Email

[e-mail]

** Password

user@123

Artificial Intelligence

All AI files are located in public/machine-learning