ashok testing

Balen-AI: Combating Smoking for a Healthier Nepal

Project Overview

Problem Statement

Smoking is a pervasive yet often unaddressed issue causing severe health consequences in various areas of Nepal.

Solution

Introducing Balen-AI, a real-time AI application designed to detect smoking through CCTV cameras and promptly alert relevant authorities.

Key Features

1. Real-time Detection:

   • Utilizes AI algorithms for instant identification of smoking individuals.

2. Alert System:

   • Sends immediate alerts to authorities upon detecting smoking incidents.

3. Database System:

   • Captures and stores images of offenders in a secure database.

4. Website Integration:

   • Provides a dedicated website for authorities to view and manage suspect data.

Project Implementation

Technology Stack

• AI: TensorFlow for image recognition
• Web Development: HTML, CSS, and JavaScript for website integration

Workflow

1. CCTV cameras capture live footage.
2. AI algorithms analyze the footage for smoking incidents.
3. Detected incidents trigger immediate alerts to relevant authorities.
4. Offender images and data are stored securely in the database.
5. The website interface allows authorities to review and manage suspect information.

Expected Impact

1. Deterrence Effect:

   • Legal consequences aim to deter individuals from smoking in public spaces.

2. Health Improvement:

   • Reducing smoking instances contributes to a healthier living environment.

Future Enhancements

1. Advanced Analytics:

   • Implementing analytics for trend analysis and hotspot identification.

2. Integration with Law Enforcement Systems:

   • Collaborating with law enforcement agencies for seamless legal processes.

Running the Project

1. Clone the Project

    git clone https://github.com/Jeevan-Neupane/BalenAI.git

2. Start the Backend:

   cd /backend/
   npm install
   nodemon index.js

3. Launch the Frontend:

   cd /frontend/
   npm install
   npm run dev

4. Access the Website:

   • Open your web browser and navigate to http://localhost:5173.

TEAM NAME: CloseAI

• Ashok Prashad Neupane
• Sadhana Panthi
• Anil Shrestha
• Jeevan Neupane