NexFlow - ATCS

NexFlow - ATCS (Advanced Traffic Control System) is a project aimed at controlling traffic flow using the YOLO (You Only Look Once) model.

Features

• Real-time traffic monitoring
• Vehicle detection and classification
• Traffic flow optimization
• Dynamic signal control based on traffic density

Installation

1. Ensure that Python and Node.js are already installed on your system.
2. Clone the repository:

   git clone https://github.com/yourusername/nexflow-atcs.git

3. Install backend dependencies:

   pip install -r requirements.txt

4. Install frontend dependencies:

   cd frontend
   npm install
   
   

Usage

1. Start the backend server:

   cd ../backend
   python main.py

2. Start the frontend development server:

   cd ../frontend
   npm start
   

3. Access the dashboard by opening http://localhost:3000 in a web browser.