Skip to content

This project presents the implementation of a Smart Parking System at the parking spots of IIT Jammu using Raspberry Pi and ESP-32 modules

Notifications You must be signed in to change notification settings

Amit-Chowdhury21/Smart_Parking_System

Repository files navigation

Smart_Parking_System

Using Raspberry pi

Components Required: Raspberry pi, ESP32 Rpi Camera Module, Ultrasonic Sensors, Servo Motors,

To check camera module in Raspberry pi, simpily connect the camera module to the raspberry pi and open terminal. Type "raspistill -o name_of_the_image.jpg" and run.

Pre-requisites for Number Plate Recognition OpenCV Python

Here we use the OpenCV library to detect and recognize number plates, and the Tesseract library is used to read the characters. So before proceeding further, first install the OpenCV, Tesseract, and other required libraries. We previously used OpenCV in Face Recognition using the Raspberry Pi project.

Step 1: Installing OpenCV in Raspberry Pi 3

Here OpenCV library is used to detect and recognize faces. To install the OpenCV, first, update the Raspberry Pi.

sudo apt-get update

Then use the following commands to install the required dependencies for installing OpenCV on your Raspberry Pi.

sudo apt-get install libhdf5-dev -y

sudo apt-get install libhdf5-serial-dev –y

sudo apt-get install libatlas-base-dev –y

sudo apt-get install libjasper-dev -y

sudo apt-get install libqtgui4 –y

sudo apt-get install libqt4-test –y

After that, use the below command to install the OpenCV on your Raspberry Pi.

pip3 install opencv-contrib-python==4.1.0.25

Step 2: Installing Tesseract

To install the Tesseract, first, configure the Debian Package (dpkg) using the below command:

sudo dpkg - -configure –a

After that, install the Tesseract OCR (Optical Character Recognition) using the apt-get option.

sudo apt-get install tesseract-ocr

After that, install the pytesseract using the pip.

pip install pytesseract

After this, install the PYTTSX3 library for text to speech conversion using the below command:

pip install pyttsx3

Step 3: Installing imutils

imutils is used to make essential image processing functions such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV. Use the below command to install the imutils:

pip3 install imutils

Step 4: SMTP Mail Setup for Raspberry Pi Car Plate Recognition

SMTP (Simple Mail Transfer Protocol) is the standard protocol for providing email services on a TCP/IP network. This server provides the ability to receive and send email messages. We are using SMTP to send a mail when the Raspberry Pi detects and recognizes a license plate.

About

This project presents the implementation of a Smart Parking System at the parking spots of IIT Jammu using Raspberry Pi and ESP-32 modules

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published