DEV Community: Anuj

Create Hangman Game in Python [with Source Code]

Anuj — Sat, 29 May 2021 05:09:24 +0000

Today, we will learn how to make the hangman game in python. After executing the code in this article, you will be able to build your own hangman game. The code can also be customized as per your choice.

Before we begin, please bookmark rest of the projects in python project series:
1. Library Management System
2. Python Tic Tac Toe
3. Python Snake Game

About the Hangman game

It is a simple word guessing game in which we guess one character at a time. A row of dashes represents the word to be guessed. The player guesses an alphabet.

If the given word contains that alphabet, then the letter is placed at all the places where it occurs in the word. If the letter is not present in the word, the player tries again. The player has a limited number of chances to correctly guess the word.

Python Hangman Project Implementation

We start with the game by printing some initial messages. The module ‘time’ is used to add some pauses in the game using the sleep() function.

#start with the hangman game
import time
print("-----Hangman game-----")
print("Let's play!")
time.sleep(0.5)

We make the word to be guessed as ‘techvidvan’. This can be any word which the player will be guessing in our hangman game. Then we ask the user to start guessing the letters in the word.

#the word to be guessed
word = 'techvidvan'
print("\n-----Guess the letters in the word-----")
time.sleep(0.5)

Whatever letters the player will guess, we will add them in the initially empty string totalGuesses. The maximum number of tries here is taken to be 11. This is customizable and can be any value that you decide to set in your program.

#initial guesses are none
totalGuesses = ' '
tries = 11

The user keeps guessing the alphabets in the secret word till the total number of tries is greater than 0. We take a variable incorrect that keeps track of the total number of failed guesses by the user.

Initially, the value of the variable incorrect is 0. If the letter is guessed correctly by the user, we print the letter, otherwise we print a dash.

For failed guesses, we also have to increment the value of the incorrect variable by 1. If the value of incorrect is 0, the player wins and we print the secret word. If there are no more tries left, the player will lose.

while(tries > 0):
        #variable to count number of incorrect attempts
            incorrect = 0

            for letter in word:     
                        if letter in totalGuesses:
                        #print the correctly guessed letter if found
                                    print(letter)
                        else:
                        #print a dash if letter not in word
                                    print("_")
                                    incorrect += 1

            if incorrect == 0:
                        #player wins
                        print("You Win")

                        print("Word is - ", word)
                        break

            #input again if wrong letter guessed
            guess = input("\nGuess a letter in the word - ")

            #store guessed letters in totalGuesses
            totalGuesses += guess

            #if guess in not present in the word
            if guess not in word:               
                        tries -= 1
                        print("Wrong")

                        #print tries left for the player
                        print("You have ", + tries, 'guesses left')


                        if tries == 0:
                                    print("You Lose")

Conclusion

We have successfully developed python hangman game. Hangman is apopular game and it's implementation in python is a fun and a good project for python beginners.

Do you want to work on real-time python projects?
If yes, please refer: Real-time python projects

happy Coding

Footsteps a Python Programming aspirant must follow

Anuj — Wed, 19 Aug 2020 12:15:16 +0000

“If I go around in any organization asking random questions on programming languages that aids in Data Science or any other latest technology, 8 out to 10 professionals would instantly speak up, Python.”

-Unanimous-

Python, a programming language that has made millions of IT professionals awestruck by its incredible features. Whether it be an experienced candidate or a newbie, everyone’s adoring Python unlike any other programming language. It wouldn't be wrong if I say that Python has outperformed Java in terms of popularity. In short, Python is currently an unchallenged king of the realm of programming languages.

And this is just a glimpse of how dominant Python has been in the IT industry since the last few years and it’s predicted to have the same influence for many more years to come. And the prime reason behind this supremacy of Python is its majestic features.

'Coz this Cheat Sheet is a treat for all the Tech freaks

The features that Python is furnishing its programmers with are unmatchable and there’s possibly no other language that has such a complete blend of so many intriguing features. In addition to it, what adds more glory to it is its libraries. Python comprises a rich and extensive set of libraries to make its programmers life hassle-free.
All these things when combined together makes Python unbeatable.

MY PYTHON STORY

So, all those fancy quotes and facts about Python available on the internet instantly caught my attention and soon I made up my mind to have a career in this extremely popular programming language.

So, after a fair amount of groundwork, I began with my Python journey. And soon as I began, I realized that if I wanted to be an expert of Python Programming, then my focus on practical implementations should be even more. And that’s when I turned my attention towards Python Projects.

Make your Python Programming career with your smartphone

Just after I was aware of a few of its concepts, I started trying out different projects. And believe me, working on projects since my initial days of Python journey was the best decision I made and it ensured a smooth journey till the end.

So here are a few of the beginner-level Python Projects that I laid my hands at and were crucial in strengthening my Python concepts.

BEGINNER-LEVEL PYTHON PROJECTS

Hangman Python Project
The aim of this project is to build our childhood’s one of the most played games, Hangman. Apart from a couple of modules i.e. the random and the time modules, this project doesn’t demand any other external module. Just a good command over Python functions and loops and you’ll be able to build this project quite easily.

SOURCE CODE: Python Project on Hangman

Dice Rolling Simulator Python Project
Almost all of us have rolled a dice at least once in your lives and we’re all aware of how a dice works. So, this project is all about making the dice roll and hence generating a random number.

SOURCE CODE: Python Project of Dice Rolling Simulator

Alarm Clock with GUI
An alarm clock is a highly essential ingredient of our daily lives and this Python project lets you build one of your own. It requires two of the most important Python libraries datetime and tkinter to get along with this project. In addition to it, you'll build an interactive GUI as well in this project.

SOURCE CODE: Alarm Clock with Python

Currency Converter in Python
This is quite an exciting Python Project which deals with converting various currencies into a desirable one. Again, in this project you’ll have to build a GUI using the tkinter API in Python. This is a project that will take you a step ahead of the beginner’s level.

SOURCE CODE: Currency Converter Python Project

COVID-19 Spread Analysis with Python
Depending upon the news channels to know about the spreading isn’t enough and that’s the reason for building this project. It lets you build a real-time dashboard to analyse the spread of COVID-19 pandemic.

SOURCE CODE: COVID-19 Analysis with Python

Calculator in Python
Though it seems to be quite an easy project from the outset, this project is a must-do for all the Python aspirants. Build using Tkinter library, it involves all the operations and the required result to be displayed. You can further extend this project into a scientific calculator.

SOURCE CODE: Build a Calculator in Python

Library Management System
What makes this project different from other management system projects is that it will be a real-time system. Again, this project will be built using the Tkinter library with a variety of functionalities being provided to the user.

SOURCE CODE: Python Project on Library Management System

Calorie Calculator in Django
This project will be built using one of the finest Python frameworks, Django. This would be a web app project as Django has got a lot of inbuilt libraries for the same. This is a project that’s good for your health as well as your Python skills.

SOURCE CODE: Calorie Calculator in Python Django

Discussion Forum in Python Django
A discussion forum is all about asking questions and keeping your point of view in front of others. Again, this would be a web development project built using Django because it makes this process hassle-free. This project will let you explore different dimensions of a web development project.

SOURCE CODE: Discussion Forum Python project

News Aggregator Web App
Yet another Django project that takes you into the wilderness of Django and apparently a highly-useful project at the same time. If you’re an avid news reader, then this project is meant for you. A project that piles up news on various different topics from a number of websites and sources at one place.

SOURCE CODE: News Aggregator Django Project

FINAL WORDS...

So, this marks the end of a short list of projects that I tried my hands on during my initial days of Python journey. All these projects that I selected were different from each other in some way or other. And due to this, I was able to have an exposure of the versatility that Python has got.

Thanks for your time!!

Top 10 Unique Django Projects

Anuj — Tue, 04 Aug 2020 11:46:14 +0000

The first programming language that strikes our mind soon as we hear about Web Development might be Java. But here’s a fact Python’s not behind as well. DJANGO, one of the best Python frameworks which comes free of cost is specifically meant for web development.

Django is an open-source and high-level web development framework that adds more glory to the versatility of Python.

Before we start here’s a complete series of project ideas of all the Latest cutting-edge Technologies.

Here are a few topclass Django projects that will ease your way into the world of Web Development that too in the Most Demanded Programming Language on the Planet.

Video Chatting Website
Django Social Network App
News Aggregator
Django Quiz App
Notes App
Clothes Online Store with Payment
Interactive Web Maps
Hospital Management System
Regex Query Tool
Calorie Counter

Working with Django can be regarded as much easier as compared to other web development frameworks as it takes care of much of the hassle encountered during a web development cycle.

Let your wisdom extend by having all the latest technology trends

All these projects ensures that you are on the right track of becoming top web developer with one of the best frameworks out there.

Thanks for reading!! :-)

An Exclusive Data Science Telegram Channel

Anuj — Tue, 14 Jul 2020 09:07:45 +0000

Data Science Telegram Channel
The most prominent way of conquering your dream of becoming a Data Scientist.

The reason why this is a must join telegram channel is because you can access everything about Data Science on the go. Exclusive content on Data Science that you won’t find it anywhere else.

Data Science Telegram Channel offers to you-

Data Science Tutorials that covers every concept
Data Science Codes & Practicals
Data Science Case Studies and Applications
Top Data Science Projects with Source Code
Data Science Interview Questions with Answers

In the spotlight - DATA SCIENCE

Data Science and hottest career, two words that cannot be put in together in the same line. Out of all the hottest career options this generation has witnessed, Data Science in all senses has been the flag bearer for all of those.

With being in the center of all the ming-boggling innovations going around the world, Data Science well and truly deserves the tag of “Hottest Career option of this Century.”
A career option that is on the top of the wishlist of the majority of millennials out there.

But on the flip side, with such immense and chart-topping popularity comes a fierce competition and challenge of getting into this dream field. An inch less than what makes you a Top Data Scientist and you’ll find yourself lagging miles behind the other Data Science aspirants. You gotta keep up with the pace always.

YOUR DATA SCIENCE DREAM

Considering all the points that are crucial for all the Data Science aspirants out there, this telegram channel ensures that you effortlessly leapfrog all the hurdles in your journey of being a Data Scientist. A collection of top resources of Data Science that are specially curated by some of the most renowned Data Scientists of the industry.

It’s time to conquer your dream of Data Science

A Data Science resource that you’ll always have with you and is much easier to access compared to other resources. Since these resources are curated by industry veterans, it has each and everything of what it takes to be a Data Scientist.

Thanks for your time!! :-)

Top Python Telegram Channel

Anuj — Fri, 10 Jul 2020 07:21:21 +0000

Python Telegram Channel
A unique way to learn the most popular programming language on the planet - Python.

With the Python telegram channel you can learn while you are on the move. This telegram channel provides an exclusive series of content to master Python.

Python telegram channel brings to you-

Python Tutorials that covers every concept
Python Codes & Practicals
Python Case Studies and Applications
Top Python Projects with Source Code
Python Interview Questions with Answers

THE RISE OF PYTHON

One programming language that is at the pinnacle of its popularity and has been at the center of development of almost every latest cutting edge technology is undoubtedly Python Programming Language.

With reaching its highest ever rating in the TIOBE index of popularity of programming languages, Python’s soon gonna overtake Java and C++ as the most popular programming language there’s ever been.

And the fact is, being a skilled Python Developer these days is like being a part of a group that is one of the most demanded groups of professionals on the planet. This is how huge stature Python has gained globally in the past few years.

PYTHON’s POPULARITY

And deservingly so, the features Python offers makes it worthy of all these laurels. To be honest, there’s no other programming language more versatile than Python as of now. And this is the main reason behind Python being the most preferred choice for the latest technologies like Data Science, Machine Learning, Artificial Intelligence, Deep Learning, etc.

So, being a Python Developer is no less than having a dream career for many. But you need to have access to some of the top resources for the same. With it and proper guidance, this dream of yours will soon be a reality.

CONQUER YOUR PYTHON DREAM

Keeping all these in mind and the amount of resources available on the internet, I am here to give access to one of the finest resources available for learning Python. It's a kind of resource you will hardly get anywhere else and which is created with such finesse. Because everyone claims to be the best, but the best prove it to the rest.

The easiest yet the best guide to learn Python

You will now be able to have access to these fine resources on your smartphone. A resource of python that leaves no page unturned and with a sole aim of making you one of the top Python Developers out there.

Thanks for your time!! :-)

My First Machine Learning Mini-Adventure with Python

Anuj — Mon, 29 Jun 2020 09:56:34 +0000

Being a Python Developer I have always heard about its application in all the latest technological advancements going on around the world. This always fascinated me to delve into the details of how it is done.

And coincidentally, I heard a news about one of my relatives being suffering from Parkinson’s Disease and how they the doctors were unable to diagnose it in the earlier stages.

Some of the Most Challenging Python Projects

This is where I got the idea for my next adventure with Python. I decided to build a system that detects Parkinson's Disease quite easily.Parkinson’s Disease is a disorder of the nervous system that affects the movement of few parts of the body.

MY MACHINE LEARNING ADVENTURE WITH PYTHON

Insights of the Project

For this Machine Learning Project I used different Python libraries such as scikit-learn, numpy, pandas, and xgboost to build a model by using XGBClassifier. The flow of project goes like this — loading the data, getting the features and labels, scaling the features, then splitting the dataset, building an XGBClassifier, and then calculating the accuracy of the model.

The Power of Python at your fingertips

My Dataset

I used the UCI ML Parkinsons dataset for my project. It has 24 columns and 195 records and is sized only 39.7 KB

A huge collection of Datasets

Prerequisites

I installed the following libraries through pip:

pip install numpy pandas sklearn xgboost

I also installed JupyterLab and then run through the following command:

C:\Users\Anuj>jupyter lab

This prompted a new JupyterLab window into the browser. Then I created a new console and typed in my code, then I pressed Shift+Enter to execute the lines.

'Coz this Cheat Sheet is a treat for all the Tech freaks

BUILDING THE PROJECT

STEP №1

The first step of any project is to make all the necessary imports for the project. I used the following commands for the same.

import numpy as np
import pandas as pd
import os, sys
from sklearn.preprocessing import MinMaxScaler
from xgboost import XGBClassifier
from sklearn.model_selection import train_test_split
from sklearn.metrics import accuracy_score

STEP №2

Now the next step was to read the data into a DataFrame so that I get the first 5 records.

#Anuj— Read the data
df=pd.read_csv(‘D:\\Rinu\\parkinsons.data’)
df.head()

Screenshot:

STEP №3

Then I got the features and labels from the DataFrame (dataset). The features are all the columns except, and the labels are those in the column.

#Anuj — Get the features and labels
features=df.loc[:,df.columns!=’status’].values[:,1:]
labels=df.loc[:,’status’].values

STEP №4

The ‘status’ column has values 0 and 1 as labels; then I counted the labels for both 0 and 1.

#Anuj— Get the count of each label (0 and 1) in labels
print(labels[labels==1].shape[0], labels[labels==0].shape[0])

There are 147 ones and 48 zeros in the status column in the dataset.

STEP №5

So, now I initialized a MinMaxScaler and scaled the features to between -1 and 1 to normalize them. The MinMaxScaler is meant to transform the features by scaling them to a given range. The fit_transform() method does two things; fits to the data and then transforms it. There's no need to scale the labels.

#Anuj — Scale the features to between -1 and 1
scaler=MinMaxScaler((-1,1))
x=scaler.fit_transform(features)
y=labels

STEP №6

Time to split the dataset into training and testing sets keeping only 20% of the data for testing.

#Anuj — Split the dataset
x_train,x_test,y_train,y_test=train_test_split(x, y, test_size=0.2, random_state=7)

STEP №7

I then initialized an XGBClassifier and trained the model. The classification is done using eXtreme Gradient Boosting, i.e. using gradient boosting algorithms for modern Data Science problems. This comes under the category of Ensemble Learning in ML, where we train and predict using many models to produce one superior output.

#Anuj — Train the model
model=XGBClassifier()
model.fit(x_train,y_train)

Screenshot:

STEP №8

The final step is to generate y_pred (predicted values for x_test) and to calculate the accuracy for the model. Finally I printed it.

#Anuj — Calculate the accuracy
y_pred=model.predict(x_test)
print(accuracy_score(y_test, y_pred)*100)

Screenshot:

THE FINAL NOTE...

In this Machine Learning project of mine, I detected the presence of Parkinson’s Disease in people using various factors. For this, I used an XGBClassifier and made use of the sklearn library to prepare the dataset. Through this I achieved an accuracy of 94.87%, which is more than decent considering the number of lines of code in this Python project.

Have all the Latest Technology Trends before your friends

Twinkle twinkle little staR, have you tried these Data Science Projects with ‘R’?

Anuj — Tue, 16 Jun 2020 08:53:17 +0000

If Data Science is a war, the easiest way to win it is with R.

One programming language that’s highly underrated and doesn’t get the due that it deserves is surely R Programming Language. The R Programming language has so much to offer and is undoubtedly the easiest way to conquer your dream of becoming a Data Scientist.

To beat the heat of the competition among Data Science aspirants, R Programming language is definitely the one you must go for.

Before we start here’s a complete series of project ideas of all the Latest cutting-edge Technologies.

So, here’s a complete list of Top Class R Projects that makes sure that you’re heading in the right direction towards your Data Science dream.

Insurance Claims Severity Prediction
PUBG Finish Placement
Predict Macroeconomic Trends
Customer Segmentation
Predict Census Income
Zillow’s Home Value Prediction
Movie Recommendation System
Coupon Purchase Prediction
Wine Preference
Classifying Loan Applications
Sentiment Analysis Model
Human Activity Prediction
Tweet Classification
Iris Flower Classification
Credit Card Fraud Detection
Taxi Trajectory Prediction
Instacart Market Basket Analysis
Uber Data Analysis
COVID-19 Data Analysis
Network Analysis of Game of Thrones

To all the Data Science aspirants out there, these R Programming Projects are all you need to get closer to having a career in the hottest field of this century. Because being a Data Scientist is like being a part of a group of most demanded professionals in the world.

'Coz this Cheat Sheet is a treat for all the Tech Freaks

Thanks for your time!! :-)

Top 20 Fascinating IoT Projects

Anuj — Mon, 08 Jun 2020 10:08:22 +0000

The Internet of Things (IoT) will transform the world in so many ways. Either you learn about it or get left behind.

Internet of Things (IoT), a field that has magic and madness both intertwined. An absolutely astonishing field that connects smart devices across the globe digitally. IoT is no less than a wonderland that’s way better than Alice had been into.

Here’s a complete series of projects ideas of all the Latest cutting-edge Technologies-

So, if you got that madness to be a part of this fascinating field of IoT, here’s something specially meant to satiate your appetite for the same-

Flood Detection and Avoidance System
Smart Mirror
Heart Rate Monitoring
Video Surveillance
Weather Reporting System
Intelligent Traffic Management System
Traffic Signs Recognition
Smart Irrigation System
Smart Parking System
Image Recognition and Classification
Smart Waste Management System
Home Automation
Gas Leakage Monitoring
Soil Moisture Detection
Color Detection
Air Pollution Monitoring
Self-Balancing Robot
Automatic Coffee Maker
Facial Recognition Door Unlock
Night Patrolling Robot

Having a career in IoT means that you’re class apart from all the other professionals. All these projects will ensure your smooth journey into the most fascinating field of this generation.

Let your wisdom extend by having all the latest technology trends

Thanks for your time!! :-)

ANDROID TELEGRAM CHANNEL - All you need to become Top Class Android Developer

Anuj — Tue, 02 Jun 2020 06:54:41 +0000

An Android Telegram Channel that smoothens your journey of becoming a Top Android Developer with finely written tutorials and even better real-time projects.

There are 3,500,000,000 smartphone users across the globe at present and out of these, a staggering 74% of which are Android users only. And this is enough to depict the supremacy of Android OS in the world of smartphones.

Android Telegram Channel for all the Android Aspirants out there

This also indicates that Android App development ain’t going out of fashion anytime soon or probably never. Android Developers will always be in demand no matter what. But this also introduces a fierce competition among Android App Developers.

Be an Android Developer in the best possible way

To be one and be able to make through this competition, you need to be skilled enough and even more than that. Being an Android Developer is a sure shot guarantee of a really bright career but you need to put those extra efforts as well.

So, keeping all of these in mind, we bring you Telegram Channel that makes sure that you end up being a top class Android Developer.

This channel makes it sure with the finest of Android Tutorials available on the internet. All these tutorials are specially designed by some of the top industry experts out there.

All the Latest Technology Trends at your fingertips

Thanks for your time!! :-)

WHAT IS DATA SCIENCE? - Minute details that a beginner must know

Anuj — Tue, 26 May 2020 09:20:00 +0000

The first term that strikes almost everyone’s mind when they hear the word hottest buzzword is undoubtedly Data Science. So what is Data Science all about, in this article we will discuss this along with Data Science applications, tools, libraries, jobs, requirements and much more.

And deservingly so, Data Science has been a revolutionary term for businesses of all kinds across the globe. Also, as a profession, Data Science is the topmost choice for beginners even from non-tech fields as well.

WAIT!!
Are you already on your journey of Data Science? If YES, then it’s time to test your skills as a Data Scientist.

Challenging Data Science Projects that you must try atleast once

Speaking about Data Science as a career, it has been a top priority for a lot of millennials out there.
But before just jumping into it blindly, here’s all you need to know about Data Science as a beginner or a non-tech candidate.

WHAT IS DATA SCIENCE?

Data Science is a field of study that is all about three things, data, data, and more data. It involves processing of data on different levels such as extraction, preparation, analysis, and visualization. This processing of data is done with a sole reason of getting valuable insights out of it and thus helping businesses to make better decisions.

Your first interaction with Data Science

WHY DATA SCIENCE?

Data Science has been regarded as the hottest career option of this century and Glassdoor recons it as the topmost career choice among beginners. Data is possibly the most valuable asset for companies out there and they need Data Scientists to harness this data.

Why is Data Science known as the hottest career?

The biggest reason that proves that choosing Data Science as your career is a boss move is the lucrative salaries that Data Scientists are paid these days. Apparently, there’s a huge gap between the demand and supply of well-skilled Data Scientists. Almost every industry today has been looking out for skilled Data Scientists and this high demand for them will not slow down anytime soon.

APPLICATIONS OF DATA SCIENCE

One of the major reasons behind the chart-topping popularity of Data Science is the ease with which it can be applied in the various fields. Be it the healthcare industry or the education sector, Data Science has found its foothold in every domain. Not just the foothold, Data Science has also been a sort of revolution to all these industries including banking, manufacturing, e-commerce, travel, and whatnot.

Data Science - A revolution in the making

TOP DATA SCIENCE TOOLS

Dealing with data is an art, and you need a proper set of tools to be an artist. Data Science is no less than a goldmine and you need some top tools to dig it. All those huge amounts of data will rather seem to be futile if right tools aren’t used for harnessing it. Some of the top tools include Apache Hadoop, SAS, Tableau, ggplot, TensorFlow, and many more.

10 Crimes that a Data Scientist must do

Wrapping it up…

For all the Data Science aspirants out there, learning Data Science is surely gonna be one of the smartest decisions you will ever make. This is a dream career one could go for but, you need to be skilled enough to be able to achieve your dream as the competition in this field is quite fierce.

Your boarding pass for the final destination of Data Science

Top 20 Career Defining Python Projects

Anuj — Tue, 19 May 2020 10:07:41 +0000

One programming language that’s currently on everyone’s mind is undoubtedly Python. There’s no denying the fact that the IT industry is currently high on Python. Python Programmers are currently among the most demanded professionals on the planet right now.

And this is what induces fierce competition among them as well and you gotta be right up there to become a stand out Python Programmer.

Before we start here’s a complete series of project ideas of all the Latest cutting-edge Technologies.

Here’s all you need to take a step ahead in this fierce competition among top Python programmers.

Colorize Black & White Images with Python
Youtube Videos Downloader
Face Recognition and Identification
Music Player
Plagiarism Checker
Typing Speed Test
Regex Query Tool
Twitter and Instagram Bot
Color Detection
Driver Drowsiness Detection
Image Caption Generator
License Plate Detection
Motion Detection
Bluetooth LED Light Controller
Parkinson’s Disease Detection
Goal Line Technology
Smart Mirror
Voice Controlled 3D Printer
Smart Attendance System
Weather Station

In this tough times of crisis, you can easily be a victim of layoffs anyday. And Python has got the power to save you from the layoff’s radar.

Get your hands on these projects to sharpen your Python skills and save yourself from these ongoing layoffs.

Time to satiate your appetite for all the latest technology trends

Thanks for your time!! :-)

Top 20 Scintillating Computer Vision Projects

Anuj — Tue, 12 May 2020 10:43:22 +0000

Mark Zuckerberg said, “If we are able to build computers that could understand what’s in an image and tell a blind person who otherwise couldn’t see that image, that would be pretty amazing as well.”

Computer Vision, a sub-field of AI that has a mission to make computers more intelligent than ever. Computer vision enabled computers to perceive the world and analyze it in real-time to generate insights.

Here’s a complete series of projects ideas of all the Latest cutting-edge Technologies-

So, if you’re eager to be a part of this mission of Computer Vision, then these projects are for you-

Face Detection
Camera Motion Sensing
Theft Detection Device
Image Classification
Colour Detection Project
Vehicle Counting
Gender and Age Detection
Face Recognition & Identification
Rubik’s Cube Detection
Smart Selfie Application
Surveillance Robotics Project
Computer Vision based mouse
Handwritten Digit Recognition
Text Scanner
Barcode and QR Code Scanner
Image Reverse Search Engine
Driver Drowsiness Detection
Detection of cancer
Smart White board
Estimating Roulette game outcome

So, these projects are all you need to conquer the mission of Computer Vision and take a step ahead in the field of Artificial Intelligence.

Get all the Latest Technology Trends while you're on the move

Thanks for your time!!