THEKINGSTAR

Self-Driving Car Neural Network

Software Developer & AI Enthusiast specializing in machine learning, neural networks, and innovative web solutions.

This project showcases advanced neural networks, genetic algorithms, and real-time AI decision making - all built from scratch in JavaScript.

Available Worldwide (Remote)
Active Developer Since 2019
JavaScriptPythonAI/MLReactNode.jsNeural Networks
Neural Network Simulation

Interactive Simulation

Click Play to start the neural network training

Training Metrics
Generation1
Best Fitness0.0
Cars Alive100/100
Network Architecture
Input Layer5 sensors
Hidden Layer6 neurons
Output Layer4 controls
ActivationSigmoid
Neural Network Implementation

Custom neural network built from scratch with forward propagation and genetic algorithm optimization

Sensor System

Ray-casting sensors that detect road boundaries and obstacles in real-time

Genetic Algorithm

Evolution-based learning where the best performing cars breed to create improved generations

Real-time Processing

Efficient collision detection and physics simulation running at 60 FPS