An AI-powered smart parking solution that combines real-time parking space detection, license plate recognition, speed estimation, and future slot availability prediction. Built with React, Flask, OpenCV, and a machine learning backend for efficient parking management.
🔧 Features: 🎥 Real-Time Parking Detection – Detects available and occupied slots from live video feed
🔍 License Plate Recognition – Extracts vehicle license numbers using OCR
🕒 Speed Estimation – Calculates vehicle speed upon entry
📊 Parking Slot Prediction – Predicts free/occupied slots based on date, holidays, and weather
🧑💼 React Dashboard – Visualizes parking status, vehicle info, and predictions in real-time
🧠 Machine Learning Integration – Random Forest Regression for accurate predictions
🗃️ MySQL Database – Stores vehicle entries and system logs
🛠️ Tech Stack: Frontend: React.js, Tailwind CSS
Backend: Flask, Python, OpenCV, Scikit-learn
Database: MySQL
ML Model: Random Forest
APIs: FastAPI endpoints for predictions and video feed