Movatterモバイル変換

Detect and Recognize Car License Plate from a video in real time

Next article icon

Live Webcam Drawing using OpenCV

Last Updated :03 Jan, 2023

Suggest changes

Let us see how to draw the movement of objects captured by the webcam using OpenCV. Our program takes the video input from the webcam and tracks the objects we are moving. After identifying the objects, it will make contours precisely. After that, it will print all your drawing on the output screen.

# importing the modulesimportcv2importnumpyasnp# set Width and Height of output ScreenframeWidth=640frameHeight=480# capturing Video from Webcamcap=cv2.VideoCapture(0)cap.set(3,frameWidth)cap.set(4,frameHeight)# set brightness, id is 10 and# value can be changed accordinglycap.set(10,150)# object color valuesmyColors=[[5,107,0,19,255,255],[133,56,0,159,156,255],[57,76,0,100,255,255],[90,48,0,118,255,255]]# color values which will be used to paint# values needs to be in BGRmyColorValues=[[51,153,255],[255,0,255],[0,255,0],[255,0,0]]# [x , y , colorId ]myPoints=[]# function to pick color of objectdeffindColor(img,myColors,myColorValues):# converting the image to HSV formatimgHSV=cv2.cvtColor(img,cv2.COLOR_BGR2HSV)count=0newPoints=[]# running for loop to work with all colorsforcolorinmyColors:lower=np.array(color[0:3])upper=np.array(color[3:6])mask=cv2.inRange(imgHSV,lower,upper)x,y=getContours(mask)# making the circlescv2.circle(imgResult,(x,y),15,myColorValues[count],cv2.FILLED)ifx!=0andy!=0:newPoints.append([x,y,count])count+=1returnnewPoints# contours function used to improve accuracy of paintdefgetContours(img):_,contours,hierarchy=cv2.findContours(img,cv2.RETR_EXTERNAL,cv2.CHAIN_APPROX_NONE)x,y,w,h=0,0,0,0# working with contoursforcntincontours:area=cv2.contourArea(cnt)ifarea>500:peri=cv2.arcLength(cnt,True)approx=cv2.approxPolyDP(cnt,0.02*peri,True)x,y,w,h=cv2.boundingRect(approx)returnx+w//2,y# draws your action on virtual canvasdefdrawOnCanvas(myPoints,myColorValues):forpointinmyPoints:cv2.circle(imgResult,(point[0],point[1]),10,myColorValues[point[2]],cv2.FILLED)# running infinite while loop so that# program keep running until we close itwhileTrue:success,img=cap.read()imgResult=img.copy()# finding the colors for the pointsnewPoints=findColor(img,myColors,myColorValues)iflen(newPoints)!=0:fornewPinnewPoints:myPoints.append(newP)iflen(myPoints)!=0:# drawing the pointsdrawOnCanvas(myPoints,myColorValues)# displaying output on Screencv2.imshow("Result",imgResult)# condition to break programs execution# press q to stop the execution of programifcv2.waitKey(1)and0xFF==ord('q'):break

Output :

Detect and Recognize Car License Plate from a video in real time

R

Improve

Article Tags :

Practice Tags :

python

Similar Reads

Python Projects - Beginner to Advanced

Python is one of the most popular programming languages due to its simplicity, versatility, and supportive community. Whether youâ€™re a beginner eager to learn the basics or an experienced programmer looking to challenge your skills, there are countless Python projects to help you grow.Hereâ€™s a list

Projects for Beginners

Number guessing game in Python 3 and C

The objective of this project is to build a simple number guessing game that challenges the user to identify a randomly selected number within a specified range. The game begins by allowing the user to define a range by entering a lower and an upper bound (for example, from A to B). Once the range i

Python Program for word Guessing Game

Learn how to create a simple Python word-guessing game, where players attempt to guess a randomly selected word within a limited number of tries.Word guessing Game in PythonThis program is a simple word-guessing game where the user has to guess the characters in a randomly selected word within a lim

Hangman Game in Python

Hangman Wiki:The origins of Hangman are obscure meaning not discovered, but it seems to have arisen in Victorian times, " says Tony Augarde, author of The Oxford Guide to Word Games. The game is mentioned in Alice Bertha Gomme's "Traditional Games" in 1894 under the name "Birds, Beasts and Fishes."

21 Number game in Python

21, Bagram, or Twenty plus one is a game which progresses by counting up 1 to 21, with the player who calls "21" is eliminated. It can be played between any number of players. Implementation This is a simple 21 number game using Python programming language. The game illustrated here is between the p

Mastermind Game using Python

Given the present generation's acquaintance with gaming and its highly demanded technology, many aspire to pursue the idea of developing and advancing it further. Eventually, everyone starts at the beginning. Mastermind is an old code-breaking game played by two players. The game goes back to the 19

2048 Game in Python

In this article we will look python code and logic to design a 2048 game you have played very often in your smartphone. If you are not familiar with the game, it is highly recommended to first play the game so that you can understand the basic functioning of it.How to play 2048 :1. There is a 4*4 gr

Python | Program to implement simple FLAMES game

Python is a multipurpose language and one can do literally anything with it. Python can also be used for game development. Letâ€™s create a simple FLAMES game without using any external game libraries like PyGame. FLAMES is a popular game named after the acronym: Friends, Lovers, Affectionate, Marriag

Python | PokÃ©mon Training Game

Problem : You are a PokÃ©mon trainer. Each PokÃ©mon has its own power, described by a positive integer value. As you travel, you watch PokÃ©mon and you catch each of them. After each catch, you have to display maximum and minimum powers of PokÃ©mon caught so far. You must have linear time complexity. So

Python program to implement Rock Paper Scissor game

Python is a multipurpose language and one can do anything with it. Python can also be used for game development. Let's create a simple command-line Rock-Paper-Scissor game without using any external game libraries like PyGame. In this game, the user gets the first chance to pick the option between R

Taking Screenshots using pyscreenshot in Python

Python offers multiple libraries to ease our work. Here we will learn how to take a screenshot using Python. Python provides a module called pyscreenshot for this task. It is only a pure Python wrapper, a thin layer over existing backends. Performance and interactivity are not important for this lib

Desktop Notifier in Python

This article demonstrates how to create a simple Desktop Notifier application using Python. A desktop notifier is a simple application which produces a notification message in form of a pop-up message on desktop. Notification content In the example we use in this article, the content that will appea

Get Live Weather Desktop Notifications Using Python

We know weather updates are how much important in our day-to-day life. So, We are introducing the logic and script with some easiest way to understand for everyone. Letâ€™s see a simple Python script to show the live update for Weather information.Â Modules NeededIn this script, we are using some libra

How to use pynput to make a Keylogger?

Prerequisites: Python Programming LanguageThe package pynput.keyboard contains classes for controlling and monitoring the keyboard. pynput is the library of Python that can be used to capture keyboard inputs there the coolest use of this can lie in making keyloggers. The code for the keylogger is gi

Python - Cows and Bulls game

Cows and Bulls is a pen and paper code-breaking game usually played between 2 players. In this, a player tries to guess a secret code number chosen by the second player. The rules are as follows: A player will create a secret code, usually a 4-digit number. Â This number should have no repeated digit

Simple Attendance Tracker using Python

In many colleges, we have an attendance system for each subject, and the lack of the same leads to problems. It is difficult for students to remember the number of leaves taken for a particular subject. If every time paperwork has to be done to track the number of leaves taken by staff and check whe

Higher-Lower Game with Python

In this article, we will be looking at the way to design a game in which the user has to guess which has a higher number of followers and it displays the scores. Game Play:The name of some Instagram accounts will be displayed, you have to guess which has a higher number of followers by typing in the

Fun Fact Generator Web App in Python

In this article, we will discuss how to create a Fun Fact Generator Web App in Python using the PyWebio module. Essentially, it will create interesting facts at random and display them on the web interface. This script will retrieve data from uselessfacts.jsph.pl with the help of GET method, and we

Check if two PDF documents are identical with Python

Python is an interpreted and general purpose programming language. It is a Object-Oriented and Procedural paradigms programming language. There are various types of modules imported in python such as difflib, hashlib. Modules used:difflib : It is a module that contains function that allows to compar

Creating payment receipts using Python

Creating payment receipts is a pretty common task, be it an e-commerce website or any local store for that matter. Here, we will see how to create our own transaction receipts just by using python. We would be using reportlab to generate the PDFs. Generally, it comes as a built-in package but someti

How To Create a Countdown Timer Using Python?

In this article, we will see how to create a countdown timer using Python. The code will take input from the user regarding the length of the countdown in seconds. After that, a countdown will begin on the screen of the format 'minutes: seconds'. We will use the time module here.Step-by-Step Approac

Convert emoji into text in Python

Converting emoticons or emojis into text in Python can be done using the demoji module. It is used to accurately remove and replace emojis in text strings. To install the demoji module the below command can be used: pip install demoji The demoji module also requires an initial download of data from

Create a Voice Recorder using Python

Python can be used to perform a variety of tasks. One of them is creating a voice recorder. We can use python's sounddevice module to record and play audio. This module along with the wavio or the scipy module provides a way to save recorded audio.Installation:sounddevice: This module provides funct

Create a Screen recorder using Python

Python is a widely used general-purpose language. It allows for performing a variety of tasks. One of them can be recording a video. It provides a module named pyautogui which can be used for the same. This module along with NumPy and OpenCV provides a way to manipulate and save the images (screensh

Projects for Intermediate

How to Build a Simple Auto-Login Bot with Python

In this article, we are going to see how to built a simple auto-login bot using python. In this present scenario, every website uses authentication and we have to log in by entering proper credentials. But sometimes it becomes very hectic to login again and again to a particular website. So, to come

How to make a Twitter Bot in Python?

Twitter is an American microblogging and social networking service on which users post and interact with messages known as "tweets". In this article we will make a Twitter Bot using Python. Python as well as Javascript can be used to develop an automatic Twitter bot that can do many tasks by its own

Building WhatsApp bot on Python

A WhatsApp bot is application software that is able to carry on communication with humans in a spoken or written manner. And today we are going to learn how we can create a WhatsApp bot using python. First, let's see the requirements for building the WhatsApp bot using python language. System Requir

Create a Telegram Bot using Python

In this article, we are going to see how to create a telegram bot using Python. In recent times Telegram has become one of the most used messaging and content sharing platforms, it has no file sharing limit like Whatsapp and it comes with some preinstalled bots one can use in any channels (groups in

Twitter Sentiment Analysis using Python

Twitter Sentiment Analysis is the process of using Python to understand the emotions or opinions expressed in tweets automatically. By analyzing the text we can classify tweets as positive, negative or neutral. This helps businesses and researchers track public mood, brand reputation or reactions to

Employee Management System using Python

The task is to create a Database-driven Employee Management System in Python that will store the information in the MySQL Database. The script will contain the following operations : Add EmployeeRemove EmployeePromote EmployeeDisplay EmployeesThe idea is that we perform different changes in our Empl

How to make a Python auto clicker?

Auto-clickers are tools that simulate mouse clicks automatically at a given location and interval. Whether you're automating repetitive tasks in games, productivity applications, or testing graphical user interfaces (GUIs), creating an auto-clicker in Python is both a fun and practical project. In t

Instagram Bot using Python and InstaPy

In this article, we will design a simple fun project â€œInstagram Botâ€ using Python and InstaPy. As beginners want to do some extra and learning small projects so that it will help in building big future projects. Now, this is the time to learn some new projects and a better future. This python projec

File Sharing App using Python

Computer Networks is an important topic and to understand the concepts, practical application of the concepts is needed. In this particular article, we will see how to make a simple file-sharing app using Python. Â An HTTP Web Server is software that understands URLs (web address) and HTTP (the proto

Send message to Telegram user using Python

Have you ever wondered how people do automation on Telegram? You may know that Telegram has a big user base and so it is one of the preferred social media to read people. What good thing about Telegram is that it provides a bunch of API's methods, unlike Whatsapp which restricts such things. So in t

Python | Whatsapp birthday bot

Have you ever wished to automatically wish your friends on their birthdays, or send a set of messages to your friend ( or any Whastapp contact! ) automatically at a pre-set time, or send your friends by sending thousands of random text on whatsapp! Using Browser Automation you can do all of it and m

This is a chatbot that will give answers to most of your corona-related questions/FAQ. The chatbot will give you answers from the data given by WHO(https://www.who.int/). This will help those who need information or help to know more about this virus. It uses a neural network with two hidden layers(

Amazon product availability checker using Python

As we know Python is a multi-purpose language and widely used for scripting. Its usage is not just limited to solve complex calculations but also to automate daily life task. Letâ€™s say we want to track any Amazon product availability and grab the deal when the product availability changes and inform

Python | Fetch your gmail emails from a particular user

If you are ever curious to know how we can fetch Gmail e-mails using Python then this article is for you.As we know Python is a multi-utility language which can be used to do a wide range of tasks. Fetching Gmail emails though is a tedious task but with Python, many things can be done if you are wel

How to Create a Chatbot in Android with BrainShop API?

We have seen many apps and websites in which we will get to see a chatbot where we can chat along with the chatbot and can easily get solutions for our questions answered from the chatbot. In this article, we will take a look at building a chatbot in Android.Â What we are going to build in this artic

Spam bot using PyAutoGUI

PyAutoGUI is a Python module that helps us automate the key presses and mouse clicks programmatically. In this article we will learn to develop a spam bot using PyAutoGUI. Spamming - Refers to sending unsolicited messages to large number of systems over the internet.Â This mini-project can be used f

Hotel Management System

Given the data for Hotel management and User:Hotel Data: Hotel Name Room Available Location Rating Price per RoomH1 4 Bangalore 5 100H2 5 Bangalore 5 200H3 6 Mumbai 3 100User Data: User Name UserID Booking CostU1 2 1000U2 3 1200U3 4 1100The task is to answer the following question. Print the hotel d

Web Scraping

Build a COVID19 Vaccine Tracker Using Python

As we know the world is facing an unprecedented challenge with communities and economies everywhere affected by the COVID19. So, we are going to do some fun during this time by tracking their vaccine. Let's see a simple Python script to improve for tracking the COVID19 vaccine. Modules Neededbs4: Be

Email Id Extractor Project from sites in Scrapy Python

Scrapy is open-source web-crawling framework written in Python used for web scraping, it can also be used to extract data for general-purpose. First all sub pages links are taken from the main page and then email id are scraped from these sub pages using regular expression.Â This article shows the e

Automating Scrolling using Python-Opencv by Color Detection

Prerequisites:Â OpencvPyAutoGUI It is possible to perform actions without actually giving any input through touchpad or mouse. This article discusses how this can be done using opencv module. Here we will use color detection to scroll screen. When a certain color is detected by the program during ex

How to scrape data from google maps using Python ?

In this article, we will discuss how to scrape data like Names, Ratings, Descriptions, Reviews, addresses, Contact numbers, etc. from google maps using Python. Modules needed:Selenium: Usually, to automate testing, Selenium is used. We can do this for scraping also as the browser automation here hel

Scraping weather data using Python to get umbrella reminder on email

In this article, we are going to see how to scrape weather data using Python and get reminders on email. If the weather condition is rainy or cloudy this program will send you an "umbrella reminder" to your email reminding you to pack an umbrella before leaving the house. Â We will scrape the weather

Scraping Reddit using Python

In this article, we are going to see how to scrape Reddit using Python, here we will be using python's PRAW (Python Reddit API Wrapper) module to scrape the data. Praw is an acronym Python Reddit API wrapper, it allows Reddit API through Python scripts. Installation To install PRAW, run the followin

How to fetch data from Jira in Python?

Jira is an agile, project management tool, developed by Atlassian, primarily used for, tracking project bugs, and, issues. It has gradually developed, into a powerful, work management tool, that can handle, all stages of agile methodology. In this article, we will learn, how to fetch data, from Jira

Scrape most reviewed news and tweet using Python

Many websites will be providing trendy news in any technology and the article can be rated by means of its review count. Suppose the news is for cryptocurrencies and news articles are scraped from cointelegraph.com, we can get each news item reviewer to count easily and placed in MongoDB collection.

Extraction of Tweets using Tweepy

Introduction: Twitter is a popular social network where users share messages called tweets. Twitter allows us to mine the data of any user using Twitter API or Tweepy. The data will be tweets extracted from the user. The first thing to do is get the consumer key, consumer secret, access key and acce

Predicting Air Quality Index using Python

Air pollution is a growing concern globally, and with increasing industrialization and urbanization, it becomes crucial to monitor and predict air quality in real-time. One of the most reliable ways to quantify air pollution is by calculating the Air Quality Index (AQI). In this article, we will exp

Scrape Content from Dynamic Websites

Many websites load content using JavaScript after the page opens, so data may not appear in the initial HTML. Since requests and BeautifulSoup only fetch the static HTML, they can't access this dynamic content. Selenium helps by loading full page and running JavaScript. After that, BeautifulSoup can

Automating boring Stuff Using Python

Automate Instagram Messages using Python

In this article, we will see how to send a single message to any number of people. We just have to provide a list of users. We will use selenium for this task. Packages neededSelenium: It is an open-source tool that automates web browsers. It provides a single interface that lets you write test scri

Python | Automating Happy Birthday post on Facebook using Selenium

As we know Selenium is a tool used for controlling web browsers through a program. It can be used in all browsers, OS, and its program are written in various programming languages i.e Java, Python (all versions).Â Selenium helps us automate any kind of task that we frequently do on our laptops, PCs

Automatic Birthday mail sending with Python

Are you bored with sending birthday wishes to your friends or do you forget to send wishes to your friends or do you want to wish them at 12 AM but you always fall asleep? Why not automate this simple task by writing a Python script. The first thing we do is import six libraries:Â pandasdatetimesmtp

Automated software testing with Python

Software testing is the process in which a developer ensures that the actual output of the software matches with the desired output by providing some test inputs to the software. Software testing is an important step because if performed properly, it can help the developer to find bugs in the softwa

Python | Automate Google Search using Selenium

Google search can be automated using Python script in just 2 minutes. This can be done using selenium (a browser automation tool). Selenium is a portable framework for testing web applications. It can automatically perform the same interactions that any you need to perform manually and this is a sma

Automate linkedin connections using Python

Automating LinkedIn connections using Python involves creating a script that navigates LinkedIn, finds users based on specific criteria (e.g., job title, company, or location), and sends personalized connection requests. In this article, we will walk you through the process, using Selenium for web a

Automated Trading using Python

Automated trading using Python involves building a program that can analyze market data and make trading decisions. Weâ€™ll use yfinance to get stock market data, Pandas and NumPy to organize and analyze it and Matplotlib to create simple charts to see trends and patterns. The idea is to use past stoc

Automate the Conversion from Python2 to Python3

We can convert Python2 scripts to Python3 scripts by using 2to3 module. It changes Python2 syntax to Python3 syntax. We can change all the files in a particular folder from python2 to python3. Installation This module does not come built-in with Python. To install this type the below command in the

Bulk Posting on Facebook Pages using Selenium

As we are aware that there are multiple tasks in the marketing agencies which are happening manually, and one of those tasks is bulk posting on several Facebook pages, which is very time-consuming and sometimes very tedious to do. In this project-based article, we are going to explore a solution tha

Share WhatsApp Web without Scanning QR code using Python

Prerequisite: Selenium, Browser Automation Using Selenium In this article, we are going to see how to share your Web-WhatsApp with anyone over the Internet without Scanning a QR code. Web-Whatsapp store sessions Web Whatsapp stores sessions in IndexedDB with the name wawc and syncs those key-value p

Automate WhatsApp Messages With Python using Pywhatkit module

We can automate a Python script to send WhatsApp messages. In this article, we will learn the easiest ways using pywhatkit module that the website web.whatsapp.com uses to automate the sending of messages to any WhatsApp number. Installing pywhatkit module: pywhatkit is a python module for sending W

How to Send Automated Email Messages in Python

In this article, we are going to see how to send automated email messages which involve delivering text messages, essential photos, and important files, among other things. in Python.Â We'll be using two libraries for this: email, and smtplib, as well as the MIMEMultipart object. This object has mul

Automate backup with Python Script

In this article, we are going to see how to automate backup with a Python script. File backups are essential for preserving your data in local storage. We will use the shutil, os, and sys modules. In this case, the shutil module is used to copy data from one file to another, while the os and sys mod

Automated software testing with Python

Software testing is the process in which a developer ensures that the actual output of the software matches with the desired output by providing some test inputs to the software. Software testing is an important step because if performed properly, it can help the developer to find bugs in the softwa

Hotword detection with Python

Most of us have heard about Alexa, Ok google or hey Siri and may have thought of creating your own Virtual Personal Assistant with your favorite name like, Hey Thanos!. So here's the easiest way to do it without getting your hands dirty.Requirements: Linux pc with working microphones (I have tested

Automate linkedin connections using Python

Automating LinkedIn connections using Python involves creating a script that navigates LinkedIn, finds users based on specific criteria (e.g., job title, company, or location), and sends personalized connection requests. In this article, we will walk you through the process, using Selenium for web a

Tkinter Projects

Create First GUI Application using Python-Tkinter

We are now stepping into making applications with graphical elements, we will learn how to make cool apps and focus more on its GUI(Graphical User Interface) using Tkinter.What is Tkinter?Tkinter is a Python Package for creating GUI applications. Python has a lot of GUI frameworks, but Tkinter is th

Simple GUI calculator using Tkinter-Python

Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. It is a standard Python interface to the Tk GUI toolkit shipped with Python. Python with Tkinter outputs the fastest and easiest way to create GUI app

Python - Compound Interest GUI Calculator using Tkinter

Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the Python GUI Libraries, Tkinter is the most commonly used method. In this article, we will learn how to create a Compound Interest GUI Calculator application using Tkinter.Letâ€™s create a GUI-based Compound I

Python | Loan calculator using Tkinter

Prerequisite: Tkinter IntroductionÂ Python offers multiple options for developing GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. It is a standard Python interface to the Tk GUI toolkit shipped with Python. Python with Tkinter outputs the fastest

Rank Based Percentile Gui Calculator using Tkinter

Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. In this article, we will learn how to create a Rank Based - Percentile Gui Calculator application using Tkinter, with a step-by-step guide. Prerequisi

Standard GUI Unit Converter using Tkinter in Python

Prerequisites: Introduction to tkinter, Introduction to webbrowser In this article, we will learn how to create a standard converter using tkinter. Now we are going to create an introduction window that displays loading bar, welcome text, and user's social media profile links so that when he/she sha

Create Table Using Tkinter

Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. It is a standard Python interface to the Tk GUI toolkit shipped with Python. Python with Tkinter is the fastest and easiest way to create GUI applicat

Python | GUI Calendar using Tkinter

Prerequisites: Introduction to Tkinter Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. Python with Tkinter outputs the fastest and easiest way to create GUI applications. In this article, we will le

File Explorer in Python using Tkinter

Prerequisites: Introduction to TkinterÂ Python offers various modules to create graphics programs. Out of these Tkinter provides the fastest and easiest way to create GUI applications.Â The following steps are involved in creating a tkinter application:Â Importing the Tkinter module.Â Creation of the

Python | ToDo GUI Application using Tkinter

Prerequisites : Introduction to tkinterÂ Python offers multiple options for developing GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. In this article, we will learn how to create a ToDo GUI application using Tkinter, with a step-by-step guide.

Python: Weight Conversion GUI using Tkinter

Prerequisites: Python GUI â€“ tkinterPython offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. It is a standard Python interface to the Tk GUI toolkit shipped with Python. Python with Tkinter outputs the fastes

Python: Age Calculator using Tkinter

Prerequisites :Introduction to tkinter Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. It is a standard Python interface to the Tk GUI toolkit shipped with Python. Python with Tkinter outputs the fa

Python | Create a GUI Marksheet using Tkinter

Create a python GUI mark sheet. Where credits of each subject are given, enter the grades obtained in each subject and click on Submit. The credits per subject, the total credits as well as the SGPA are displayed after being calculated automatically. Use Tkinter to create the GUI interface.Â Refer t

Python | Create a digital clock using Tkinter

As we know Tkinter is used to create a variety of GUI (Graphical User Interface) applications. In this article we will learn how to create a Digital clock using Tkinter. Prerequisites: Python functions Tkinter basics (Label Widget) Time module Using Label widget from Tkinter and time module: In the

Create Countdown Timer using Python-Tkinter

Prerequisites: Python GUI â€“ tkinterPython Tkinter is a GUI programming package or built-in library. Tkinter provides the Tk GUI toolkit with a potent object-oriented interface. Python with Tkinter is the fastest and easiest way to create GUI applications. Creating a GUI using Tkinter is an easy task

Tkinter Application to Switch Between Different Page Frames

Prerequisites: Python GUI â€“ tkinter Sometimes it happens that we need to create an application with several pops up dialog boxes, i.e Page Frames. Here is a step by step process to create multiple Tkinter Page Frames and link them! This can be used as a boilerplate for more complex python GUI applic

Color game using Tkinter in Python

TKinter is widely used for developing GUI applications. Along with applications, we can also use Tkinter GUI to develop games. Let's try to make a game using Tkinter. In this game player has to enter color of the word that appears on the screen and hence the score increases by one, the total time to

Python | Simple FLAMES game using Tkinter

Prerequisites: Introduction to TkinterProgram to implement simple FLAMES game Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. It is a standard Python interface to the Tk GUI toolkit shipped with Pyt

Simple registration form using Python Tkinter

Tkinter is Python's standard GUI (Graphical User Interface) library and OpenPyXL is a module that allows for reading and writing Excel files. This guide shows you how to create a simple registration form with Tkinter, where users enter their details and those details are written into an Excel file.

Image Viewer App in Python using Tkinter

Prerequisites: Python GUI â€“ tkinter, Python: Pillow Have you ever wondered to make a Image viewer with the help of Python? Here is a solution to making the Image viewer with the help of Python. We can do this with the help of Tkinter and pillow. We will discuss the module needed and code below.Â Mod

How to create a COVID19 Data Representation GUI?

Prerequisites: Python Requests, Python GUI â€“ tkinterSometimes we just want a quick fast tool to really tell whats the current update, we just need a bare minimum of data. Web scraping deals with taking some data from the web and then processing it and displaying the relevant content in a short and c

GUI to Shutdown, Restart and Logout from the PC using Python

In this article, we are going to write a python script to shut down or Restart or Logout your system and bind it with GUI Application.Â The OS module in Python provides functions for interacting with the operating system. OS is an inbuilt library python. Syntax : For shutdown your system : os.system

Create a GUI to extract Lyrics from song Using Python

In this article, we are going to write a python script to extract lyrics from the song and bind with its GUI application. We will use lyrics-extractor to get lyrics of a song just by passing in the song name, it extracts and returns the song's title and song lyrics from various websites. Before star

Application to get live USD/INR rate Using Python

In this article, we are going to write a python scripts to get live information of USD/INR rate and bind with it GUI application. Modules Required:bs4: Beautiful Soup is a Python library for pulling data out of HTML and XML files. Installation: pip install bs4requests: This module allows you to send

Build an Application for Screen Rotation Using Python

In this article, we are going to write a python script for screen rotation and implement it with GUI.Â The display can be modified to four orientations using some methods from the rotatescreen module, it is a small Python package for rotating the screen in a system. Installation:pip install rotate-s

Build an Application to Search Installed Application using Python

In this article, we are going to write python scripts to search for an installed application on Windows and bind it with the GUI application. We are using winapps modules for managing installed applications on Windows. Prerequisite - Tkinter in Python To install the module, run this command in your

Text detection using Python

Python language is widely used for modern machine learning and data analysis. One can detect an image, speech, can even detect an object through Python. For now, we will detect whether the text from the user gives a positive feeling or negative feeling by classifying the text as positive, negative,

Python - Spell Corrector GUI using Tkinter

Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. Python with Tkinter outputs the fastest and easiest way to create GUI applications. In this article, we will learn how to create a GUI Spell Corrector

Make Notepad using Tkinter

Let's see how to create a simple notepad in Python using Tkinter. This notepad GUI will consist of various menu like file and edit, using which all functionalities like saving the file, opening a file, editing, cut and paste can be done. Now for creating this notepad, Python 3 and Tkinter should alr

Sentiment Detector GUI using Tkinter - Python

Prerequisites : Introduction to tkinter | Sentiment Analysis using Vader Python offers multiple options for developing a GUI (Graphical User Interface). Out of all the GUI methods, Tkinter is the most commonly used method. Python with Tkinter outputs the fastest and easiest way to create GUI applica

Create a GUI for Weather Forecast using openweathermap API in Python

Prerequisites: Find current weather of any city using openweathermap API The idea of this article is to provide a simple GUI application to users to get the current temperature of any city they wish to see. The system also provides a simple user interface for simplification of application. It also p

Build a Voice Recorder GUI using Python

Prerequisites: Python GUI â€“ tkinter, Create a Voice Recorder using Python Python provides various tools and can be used for various purposes. One such purpose is recording voice. It can be done using the sounddevice module. This recorded file can be saved using the soundfile module Module NeededSoun

Create a Sideshow application in Python

In this article, we will create a slideshow application i.e we can see the next image without changing it manually or by clicking.Â Modules Required:Tkinter: The tkinter package (â€œTk interfaceâ€) is the standard Python interface to the Tk GUI toolkit.Pillow: The Python Imaging Library adds image proc

Visiting Card Scanner GUI Application using Python

Python is an emerging programming language that consists of many in-built modules and libraries. Which provides support to many web and agile applications. Due to its clean and concise syntax behavior, many gigantic and renowned organizations like Instagram, Netflix so-and-so forth are working in Py

Turtle Projects

Create digital clock using Python-Turtle

Turtle is a special feature of Python. Using Turtle, we can easily draw on a drawing board. First, we import the turtle module. Then create a window, next we create a turtle object and using the turtle methods we can draw in the drawing board. Prerequisites: Turtle Programming in Python Installation

Draw a Tic Tac Toe Board using Python-Turtle

The Task Here is to Make a Tic Tac Toe board layout using Turtle Graphics in Python. For that lets first know what is Turtle Graphics. Turtle graphics In computer graphics, turtle graphics are vector graphics using a relative cursor upon a Cartesian plane. Turtle is drawing board like feature which

Draw Chess Board Using Turtle in Python

Prerequisite: Turtle Programming Basics Turtle is an inbuilt module in Python. It provides drawing using a screen (cardboard) and turtle (pen). To draw something on the screen, we need to move the turtle (pen). To move turtle, there are some functions i.e forward(), backward(), etc. For drawing Ches

Draw an Olympic Symbol in Python using Turtle

Prerequisites: Turtle Programming in Python The Olympic rings are five interlaced rings, colored blue, yellow, black, green, and red on a white field. As shown in the below image. Approach:import Turtle moduleset the thickness for each ringdraw each circle with specific coordinates Below is the impl

Draw Rainbow using Turtle Graphics in Python

Turtle is an inbuilt module in Python. It provides:Â Drawing using a screen (cardboard).Turtle (pen). To draw something on the screen, we need to move the turtle (pen), and to move the turtle, there are some functions like the forward(), backward(), etc. Prerequisite: Turtle Programming Basics Draw

How to Make an Indian Flag in Python

Here, we will be making "The Great Indian Flag" using Python. Python's turtle graphics module is built into the Python software installation and is part of the standard library. This means that you don't need to install anything extra to use the turtle lib. Here, we will be using many turtle functio

Draw moving object using Turtle in Python

Prerequisite: Python Turtle Basics Turtle is an inbuilt module in python. It provides drawing using a screen (cardboard) and turtle (pen). To draw something on the screen, we need to move the turtle. To move turtle, there are some functions i.e forward(), backward(), etc. 1.)Move the Object (ball)

Create a simple Animation using Turtle in Python

Turtle is a built-in Python module that provides a simple way to draw and create graphics using a virtual turtle on the screen. You can control the turtle using commands like forward() and right() to move it around and draw shapes. In this article, we'll use Turtle to create a fun animation where mu

Create a Simple Two Player Game using Turtle in Python

Prerequisites: Turtle Programming in Python TurtleMove game is basically a luck-based game. In this game two-players (Red & Blue), using their own turtle (object) play the game. How to play The game is played in the predefined grid having some boundaries. Both players move the turtle for a unit

Flipping Tiles (memory game) using Python3

Flipping tiles game can be played to test our memory. In this, we have a certain even number of tiles, in which each number/figure has a pair. The tiles are facing downwards, and we have to flip them to see them. In a turn, one flips 2 tiles, if the tiles match then they are removed. If not then the

Create pong game using Python - Turtle

Pong is one of the most famous arcade games, simulating table tennis. Each player controls a paddle in the game by dragging it vertically across the screen's left or right side. Players use their paddles to strike back and forth on the ball. Turtle is an inbuilt graphic module in Python. It uses a p

OpenCV Projects

Python | Program to extract frames using OpenCV

OpenCV comes with many powerful video editing functions. In the current scenario, techniques such as image scanning and face recognition can be accomplished using OpenCV. OpenCV library can be used to perform multiple operations on videos. Letâ€™s try to do something interesting using CV2. Take a vide

Displaying the coordinates of the points clicked on the image using Python-OpenCV

OpenCV helps us to control and manage different types of mouse events and gives us the flexibility to operate them. There are many types of mouse events. These events can be displayed by running the following code segment : import cv2 [print(i) for i in dir(cv2) if 'EVENT' in i] Output : EVENT_FLAG_

White and black dot detection using OpenCV | Python

Image processing using Python is one of the hottest topics in today's world. But image processing is a bit complex and beginners get bored in their first approach. So in this article, we have a very basic image processing python program to count black dots in white surface and white dots in the blac

Python | OpenCV BGR color palette with trackbars

OpenCV is a library of programming functions mainly aimed at real-time computer vision. In this article, Let's create a window which will contain RGB color palette with track bars. By moving the trackbars the value of RGB Colors will change b/w 0 to 255. So using the same, we can find the color with

Draw a rectangular shape and extract objects using Python's OpenCV

OpenCV is an open-source computer vision and machine learning software library. Various image processing operations such as manipulating images and applying tons of filters can be done with the help of it. It is broadly used in Object detection, Face Detection, and other Image processing tasks. Let'

Drawing with Mouse on Images using Python-OpenCV

OpenCV is a huge open-source library for computer vision, machine learning, and image processing. OpenCV supports a wide variety of programming languages like Python, C++, Java, etc. It can process images and videos to identify objects, faces, or even the handwriting of a human. In this article, we

Text Detection and Extraction using OpenCV and OCR

Optical Character Recognition (OCR) is a technology used to extract text from images which is used in applications like document digitization, license plate recognition and automated data entry. In this article, we explore how to detect and extract text from images using OpenCV for image processing

Invisible Cloak using OpenCV | Python Project

Have you ever seen Harry Potter's Invisible Cloak; Was it wonderful? Have you ever wanted to wear that cloak? If Yes!! then in this post, we will build the same cloak which Harry Potter uses to become invisible. Yes, we are not building it in a real way but it is all about graphics trickery. In this

Background subtraction - OpenCV

Background subtraction is a way of eliminating the background from image. To achieve this we extract the moving foreground from the static background. Background Subtraction has several use cases in everyday life, It is being used for object segmentation, security enhancement, pedestrian tracking, c

ML | Unsupervised Face Clustering Pipeline

Live face-recognition is a problem that automated security division still face. With the advancements in Convolutions Neural Networks and specifically creative ways of Region-CNN, itâ€™s already confirmed that with our current technologies, we can opt for supervised learning options such as FaceNet, Y

Pedestrian Detection using OpenCV-Python

OpenCV is an open-source library, which is aimed at real-time computer vision. This library is developed by Intel and is cross-platform - it can support Python, C++, Java, etc. Computer Vision is a cutting edge field of Computer Science that aims to enable computers to understand what is being seen

Saving Operated Video from a webcam using OpenCV

OpenCV is a vast library that helps in providing various functions for image and video operations. With OpenCV, we can perform operations on the input video. OpenCV also allows us to save that operated video for further usage. For saving images, we use cv2.imwrite() which saves the image to a specif

Face Detection using Python and OpenCV with webcam

Face detection is a important application of computer vision that involves identifying human faces in images or videos. In this Article, we will see how to build a simple real-time face detection application using Python and OpenCV where webcam will be used as the input source.Step 1: Installing Ope

Gun Detection using Python-OpenCV

Gun Detection using Object Detection is a helpful tool to have in your repository. It forms the backbone of many fantastic industrial applications. We can use this project for real threat detection in companies or organizations.Â Prerequisites: Python OpenCVÂ OpenCV(Open Source Computer Vision Libra

Multiple Color Detection in Real-Time using Python-OpenCV

For a robot to visualize the environment, along with the object detection, detection of its color in real-time is also very important. Why this is important? : Some Real-world ApplicationsIn self-driving car, to detect the traffic signals.Multiple color detection is used in some industrial robots, t

Detecting objects of similar color in Python using OpenCV

OpenCVÂ is a library of programming functions mainly aimed at real-time computer vision. In this article, we will see how to get the objects of the same color in an image. We can select a color by slide bar which is created by the cv2 command cv2.createTrackbar. Libraries needed:OpenCV NumpyApproach:

Opening multiple color windows to capture using OpenCV in Python

OpenCV is an open source computer vision library that works with many programming languages and provides a vast scope to understand the subject of computer vision.In this example we will use OpenCV to open the camera of the system and capture the video in two different colors. Approach: With the lib

Python | Play a video in reverse mode using OpenCV

OpenCV (Open Source Computer Vision) is a computer vision library that contains various functions to perform operations on Images or videos. OpenCV's application areas include : 1) Facial recognition system 2) motion tracking 3) Artificial neural network 4) Deep neural network 5) video streaming etc

Template matching using OpenCV in Python

Template matching is a technique for finding areas of an image that are similar to a patch (template).Â A patch is a small image with certain features. The goal of template matching is to find the patch/template in an image.Â To find it, the user has to give two input images:Â Source Image (S)Â - The im

Cartooning an Image using OpenCV - Python

Instead of sketching images by hand we can use OpenCV to convert a image into cartoon image. In this tutorial you'll learn how to turn any image into a cartoon. We will apply a series of steps like:Smoothing the image (like a painting)Detecting edges (like a sketch)Combining both to get a cartoon ef

Vehicle detection using OpenCV Python

Vehicle detection is an important application of computer vision that helps in monitoring traffic, automating parking systems and surveillance systems. In this article, weâ€™ll implement a simple vehicle detection system using Python and OpenCV using a pre-trained Haar Cascade classifier and we will g

Count number of Faces using Python - OpenCV

Prerequisites: Face detection using dlib and openCV In this article, we will use image processing to detect and count the number of faces. We are not supposed to get all the features of the face. Instead, the objective is to obtain the bounding box through some methods i.e. coordinates of the face i

Live Webcam Drawing using OpenCV

Let us see how to draw the movement of objects captured by the webcam using OpenCV. Our program takes the video input from the webcam and tracks the objects we are moving. After identifying the objects, it will make contours precisely. After that, it will print all your drawing on the output screen.

Detect and Recognize Car License Plate from a video in real time

Recognizing a Car License Plate is a very important task for a camera surveillance-based security system. We can extract the license plate from an image using some computer vision techniques and then we can use Optical Character Recognition to recognize the license number. Here I will guide you thro

Track objects with Camshift using OpenCV

OpenCV is the huge open-source library for computer vision, machine learning, and image processing and now it plays a major role in real-time operation which is very important in todayâ€™s systems. By using it, one can process images and videos to identify objects, faces, or even the handwriting of a

Replace Green Screen using OpenCV- Python

Prerequisites: OpenCV Python TutorialOpenCV (Open Source Computer Vision) is a computer vision library that contains various functions to perform operations on pictures or videos. This library is cross-platform that is it is available on multiple programming languages such as Python, C++, etc.Green

Python - Eye blink detection project

In this tutorial you will learn about detecting a blink of human eye with the feature mappers knows as haar cascades. Here in the project, we will use the python language along with the OpenCV library for the algorithm execution and image processing respectively. The haar cascades we are going to us

Connect your android phone camera to OpenCV - Python

Prerequisites: OpenCV OpenCV is a huge open-source library for computer vision, machine learning, and image processing. OpenCV supports a wide variety of programming languages like Python, C++, Java, etc. It can process images and videos to identify objects, faces, or even the handwriting of a human

Determine The Face Tilt Using OpenCV - Python

In this article, we are going to see how to determine the face tilt using OpenCV in Python. To achieve this we will be using a popular computer vision library opencv-python. In this program with the help of the OpenCV library, we will detect faces in a live stream from a webcam or a video file and s

Right and Left Hand Detection Using Python

In this article, we are going to see how to Detect Hands using Python. We will use mediapipe and OpenCV libraries in python to detect the Right Hand and Left Hand. We will be using the Hands model from mediapipe solutions to detect hands, it is a palm detection model that operates on the full image

Brightness Control With Hand Detection using OpenCV in Python

In this article, we are going to make a Python project that uses OpenCV and Mediapipe to see hand gesture and accordingly set the brightness of the system from a range of 0-100.Â We have used a HandTracking module that tracks all points on the hand and detects hand landmarks, calculate the distance

Creating a Finger Counter Using Computer Vision and OpenCv in Python

In this article we are going to create a finger counter using Computer Vision and OpenCv. This is a simple project that can be applied in various fields such as gesture recognition, human-computer interaction and educational tools. By the end of this article you will have a working Python applicatio

Python Django Projects

Python Web Development With Django

Python Django is a web framework that allows to quickly create efficient web pages. Django is also called batteries included framework because it provides built-in features such as Django Admin Interface, default database - SQLite3, etc. When youâ€™re building a website, you always need a similar set

How to Create an App in Django ?

In Django, an app is a web application that performs a specific functionality, such as blog posts, user authentication or comments. A single Django project can consist of multiple apps, each designed to handle a particular task. Each app is a modular and reusable component that includes everything n

Weather app using Django - Python

Our task is to create a Weather app using Django that lets users enter a city name and view current weather details like temperature, humidity, and pressure. We will build this by setting up a Django project, creating a view to fetch data from the OpenWeatherMap API, and designing a simple template

Django Sign Up and login with confirmation Email | Python

Django provides a built-in authentication system that handles users, login, logout, and registration. In this article, we will implement a user registration and login system with email confirmation using Django and django-crispy-forms for elegant form rendering.Install crispy forms using the termina

ToDo webapp using Django

Our task is to create a simple ToDo app using Django that allows users to add, view, and delete notes. We will build this by setting up a Django project, creating a Todo model, designing forms and views to handle user input, and creating templates to display the tasks. Step-by-step, we'll implement

How to Send Email with Django

Django, a high-level Python web framework, provides built-in functionality to send emails effortlessly. Whether you're notifying users about account activations, sending password reset links, or dispatching newsletters, Djangoâ€™s robust email handling system offers a straightforward way to manage ema

Django project to create a Comments System

We will build a straightforward Django app where users can view posts and add comments, all using just two simple templates. We will learn how to set up models, handle form submissions and create clean views to power an interactive comment system. Itâ€™s perfect for getting a solid foundation with Dja

Voting System Project Using Django Framework

Project Title: Pollster (Voting System) web application using Django frameworkType of Application (Category): Web application.Introduction: We will create a pollster (voting system) web application using Django. This application will conduct a series of questions along with many choices. A user will

Determine The Face Tilt Using OpenCV - Python

In this article, we are going to see how to determine the face tilt using OpenCV in Python. To achieve this we will be using a popular computer vision library opencv-python. In this program with the help of the OpenCV library, we will detect faces in a live stream from a webcam or a video file and s

How to add Google reCAPTCHA to Django forms ?

We will learn how to integrate Google reCAPTCHA into our Django forms to protect our website from spam and automated bots. We'll cover everything from registering our site with Google, setting up the necessary keys in your Django project, to adding the reCAPTCHA widget in your forms and validating i

E-commerce Website using Django

This project deals with developing a Virtual website â€˜E-commerce Websiteâ€™. It provides the user with a list of the various products available for purchase in the store. For the convenience of online shopping, a shopping cart is provided to the user. After the selection of the goods, it is sent for t

College Management System using Django - Python Project

In this article, we are going to build College Management System using Django and will be using dbsqlite database. In the times of covid, when education has totally become digital, there comes a need for a system that can connect teachers, students, and HOD and that was the motivation behind buildin

Create Word Counter App using Django

Our task is to build a simple Django application that counts the number of words in a given text. This is a great beginner project if you have some basic knowledge of Django.Refer to the below article to know about basics of Django.Django BasicsHow to Create a Basic Project using MVT in Django ?Step

Python Text to Speech and Vice-Versa

Speak the meaning of the word using Python

The following article shows how by the use of two modules named, pyttsx3 and PyDictionary, we can make our system say out the meaning of the word given as input. It is module which speak the meaning when we want to have the meaning of the particular word. Modules neededPyDictionary: It is a Dictiona

Convert PDF File Text to Audio Speech using Python

Let us see how to read a PDF that is converting a textual PDF file into audio.Packages Used:pyttsx3: It is a Python library for Text to Speech. It has many functions which will help the machine to communicate with us. It will help the machine to speak to usPyPDF2: It will help to the text from the P

Speech Recognition in Python using Google Speech API

Speech recognition means converting spoken words into text. It used in various artificial intelligence applications such as home automation, speech to text, etc. In this article, youâ€™ll learn how to do basic speech recognition in Python using the Google Speech Recognition API.Step 1: Install Require

Convert Text to Speech in Python

There are several APIs available to convert text to speech in Python. One of such APIs is the Google Text to Speech API commonly known as the gTTS API. gTTS is a very easy to use tool which converts the text entered, into audio which can be saved as a mp3 file. The gTTS API supports several language

Python Text To Speech | pyttsx module

pyttsx is a cross-platform text to speech library which is platform independent. The major advantage of using this library for text-to-speech conversion is that it works offline. However, pyttsx supports only Python 2.x. Hence, we will see pyttsx3 which is modified to work on both Python 2.x and Pyt

Python: Convert Speech to text and text to Speech

Speech Recognition is an important feature in several applications used such as home automation, artificial intelligence, etc. This article aims to provide an introduction on how to make use of the SpeechRecognition and pyttsx3 library of Python.Installation required: Python Speech Recognition modul

Personal Voice Assistant in Python

As we know Python is a suitable language for script writers and developers. Let's write a script for Personal Voice Assistant using Python. The query for the assistant can be manipulated as per the user's need. The implemented assistant can open up the application (if it's installed in the system),

Build a Virtual Assistant Using Python

Virtual desktop assistant is an awesome thing. If you want your machine to run on your command like Jarvis did for Tony. Yes it is possible. It is possible using Python. Python offers a good major library so that we can use it for making a virtual assistant. Windows has Sapi5 and Linux has Espeak wh

Python | Create a simple assistant using Wolfram Alpha API.

The Wolfram|Alpha Webservice API provides a web-based API allowing the computational and presentation capabilities of Wolfram|Alpha to be integrated into web, mobile, desktop, and enterprise applications. Wolfram Alpha is an API which can compute expert-level answers using Wolframâ€™s algorithms, know

Voice Assistant using python

Speech recognition is the process of turning spoken words into text. It is a key part of any voice assistant. In Python the SpeechRecognition module helps us do this by capturing audio and converting it to text. In this guide weâ€™ll create a basic voice assistant using Python.Step 1: Install Required

Voice search Wikipedia using Python

Every day, we visit so many applications, be it messaging platforms like Messenger, Telegram or ordering products on Amazon, Flipkart, or knowing about weather and the list can go on. And we see that these websites have their own software program for initiating conversations with human beings using

Language Translator Using Google API in Python

API stands for Application Programming Interface. It acts as an intermediate between two applications or software. In simple terms, API acts as a messenger that takes your request to destinations and then brings back its response for you. Google API is developed by Google to allow communications wit

How to make a voice assistant for E-mail in Python?

As we know, emails are very important for communication as each professional communication can be done by emails and the best service for sending and receiving mails is as we all know GMAIL. Gmail is a free email service developed by Google. Users can access Gmail on the web and using third-party pr

Voice Assistant for Movies using Python

In this article, we will see how a voice assistant can be made for searching for movies or films. After giving input as movie name in audio format and it will give the information about that movie in audio format as well. As we know the greatest searching website for movies is IMDb. IMDb is an onlin

We use cookies to ensure you have the best browsing experience on our website. By using our site, you acknowledge that you have read and understood ourCookie Policy &Privacy Policy

Lightbox

Improvement

Suggest Changes

Help us improve. Share your suggestions to enhance the article. Contribute your expertise and make a difference in the GeeksforGeeks portal.

geeksforgeeks-suggest-icon

Create Improvement

Enhance the article with your expertise. Contribute to the GeeksforGeeks community and help create better learning resources for all.

geeksforgeeks-improvement-icon

Suggest Changes

min 4 words, max Words Limit:1000

Thank You!

Your suggestions are valuable to us.

What kind of Experience do you want to share?

Interview Experiences

Admission Experiences

Career Journeys

Work Experiences

Campus Experiences

Competitive Exam Experiences

[8]ページ先頭

©2009-2025 Movatter.jp