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Neuro-Pilot

Neuro-Pilot is a JavaScript-based self-driving car simulation project that demonstrates the implementation of a neural network without relying on external libraries. This project covers various aspects of autonomous driving, including car mechanics, road definition, sensor simulation, collision detection, and neural network optimization.

Features

  • Car Driving Mechanics: Basic controls and movement functionalities.
  • Road Definition: Environment setup and road layout.
  • Artificial Sensors: Simulation of sensors to gather environmental data.
  • Collision Detection: Mechanism to detect and respond to collisions.
  • Traffic Simulation: Simulated traffic to mimic real-world driving conditions.
  • Neural Network: A neural network to control the car's behavior.
  • Visualization: Tools to visualize the neural network and its learning process.
  • Optimization and Fine-Tuning: Techniques to enhance the neural network’s performance.

Installation

To get started with Neuro-Pilot, follow these steps:

  1. Clone the Repository:

    git clone https://github.com/yourusername/neuro-pilot.git
cd neuro-pilot

  2. Open the Project: Open the project directory in your preferred code editor.

  3. Run the Simulation: Open index.html in a web browser to start the simulation.

Usage

Car Driving Mechanics: Use arrow keys to control the car’s movement. Sensor Data: Observe how the car reacts to sensor inputs and environmental changes. Neural Network Visualization: Check the visualization panel to understand how the neural network processes information. Project Structure index.html: Main HTML file to run the simulation. script.js: Contains the JavaScript code for car mechanics, sensors, and neural network. style.css: CSS file for styling the simulation interface. visualization.js: Script for visualizing the neural network.

Contributing

Contributions are welcome! If you would like to contribute to Neuro-Pilot, please follow these steps:

Fork the Repository: Click on the “Fork” button at the top right of the repository page.

Create a Branch:

git checkout -b feature/your-feature
// Commit Your Changes

git add .
git commit -m "Add your message here"
// Push to the Branch

git push origin feature/your-feature