https://github.com/kwezi/parkease-pro
ParkEase Pro is an AI-powered smart parking system built with Python, OpenCV, MySQL, and ANPR technology. It automatically calculates parking fees, tracks entry-exit times, and detects empty spots using AI for real-time monitoring.
https://github.com/kwezi/parkease-pro
automatic-number-plate-recognition computer-vision easyocr multiprocessing numpy opencv pickle pil python sql tkinter-gui
Last synced: 11 months ago
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ParkEase Pro is an AI-powered smart parking system built with Python, OpenCV, MySQL, and ANPR technology. It automatically calculates parking fees, tracks entry-exit times, and detects empty spots using AI for real-time monitoring.
- Host: GitHub
- URL: https://github.com/kwezi/parkease-pro
- Owner: kwezi
- Created: 2025-02-25T15:33:53.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-02-25T17:16:47.000Z (11 months ago)
- Last Synced: 2025-02-25T17:19:37.559Z (11 months ago)
- Topics: automatic-number-plate-recognition, computer-vision, easyocr, multiprocessing, numpy, opencv, pickle, pil, python, sql, tkinter-gui
- Size: 1000 Bytes
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# ParkEase-Pro
🅿️ ParkEase Pro is an AI-powered smart parking system built with Python, OpenCV, MySQL, and ANPR technology. It automatically calculates parking fees, tracks entry-exit times, and detects empty spots using AI for real-time monitoring.
## Technologies Used
- **Languages**: Python, SQL
- **Libraries & Tools**: OpenCV, NumPy, PIL, EasyOCR, Tkinter GUI
- **Concepts**: Automatic Number Plate Recognition, Computer Vision, Multiprocessing
### Latest Release
[](https://github.com/cli/cli/archive/refs/tags/v1.0.0.zip)
⚠️ The link above needs to be launched for the latest release.
---
## Project Overview
🚗 ParkEase Pro is designed to revolutionize the parking industry by leveraging AI technology to optimize parking management. With features like automatic number plate recognition and real-time monitoring, it offers a seamless parking experience for both users and operators.
### Key Features
- **Automatic Number Plate Recognition (ANPR)**: Quickly identify vehicles entering and exiting the parking lot.
- **Real-Time Monitoring**: Track entry-exit times and spot availability for efficient management.
- **Parking Fee Calculation**: Automatically calculate parking fees based on duration and vehicle type.
- **Empty Spot Detection**: Utilize AI algorithms to detect vacant parking spots for better utilization.
### How It Works
1. **ANPR Technology**: Captures vehicle number plates using cameras.
2. **Entry & Exit Tracking**: Records entry and exit times for each vehicle.
3. **Fee Calculation**: Calculates parking fees based on duration.
4. **Spot Monitoring**: Uses AI to detect empty parking spots for real-time updates.
---
## Getting Started
To get started with ParkEase Pro, follow these steps:
### Prerequisites
- Python installed on your system
- MySQL database for storing parking data
### Installation
1. Clone the repository: `git clone https://github.com/username/ParkEase-Pro.git`
2. Install required dependencies: `pip install -r requirements.txt`
3. Set up MySQL database and update connection details in the script.
### Usage
1. Run the main script: `python parking_system.py`
2. Follow on-screen instructions to interact with the system.
---
## Contributors
- John Doe ([@johndoe](https://github.com/johndoe))
- Jane Smith ([@janesmith](https://github.com/janesmith))
## Acknowledgements
- Special thanks to the developers of OpenCV, NumPy, EasyOCR, and Tkinter for their amazing libraries.
---
🅿️ Experience the future of parking with ParkEase Pro! Visit the [official website](https://github.com/cli/cli/archive/refs/tags/v1.0.0.zip) to download the latest version.
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© 2023 ParkEase Pro. All Rights Reserved.