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.
- 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.
To get started with Neuro-Pilot, follow these steps:
-
Clone the Repository:
git clone https://github.com/yourusername/neuro-pilot.git cd neuro-pilot -
Open the Project: Open the project directory in your preferred code editor.
-
Run the Simulation: Open index.html in a web browser to start the simulation.
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.
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