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12 Interesting Computer Science Project Ideas & Topics For Beginners

Director of Engineering @ upGrad. Motivated to leverage technology to solve problems. Seasoned leader for startups and fast moving orgs. Working on solving problems of scale and long term technology…

Table of Contents

In this article, you will learn 12 Interesting Computer Science Project Ideas & Topics For Beginners.

• Face detection
• Online auction system
• Evaluation of academic performance
• e-Authentication system
• Cursor movement on object motion
• Crime rate prediction
• Android battery saver system
• Symbol recognition
• Public news droid
• Search engine
• Online eBook maker
• Mobile wallet with merchant payment

Read the full article to know more.

Computer Science Project Ideas

Computer Science skills are a highly sought-after skillset in IT/ITeS and STEM-related job roles. Some of the most coveted Computer Science skills in the modern industry include coding, computation, data processing, network information security, web architecture, algorithm design, storage systems & management, and mobile development. Learning these skills opens up new and exciting employment opportunities in the present and future workforce. So, if you are a computer science beginner, the best thing you can do is work on some real-time computer science project ideas . Relevant projects not only improves your practical knowledge but also improves your resume. To gain more weightage, consider our free courses developed to increase your skills in  a short duration.

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We, here at upGrad, believe in a practical approach as theoretical knowledge alone won’t be of help in a real-time work environment. In this article, we will be exploring some interesting computer science project ideas which beginners can work on to put their Python knowledge to the test. In this article, you will find top computer science project ideas for beginners and mini-project topics for CSE 3rd year to get hands-on experience.

But first, let’s address the more pertinent question that must be lurking in your mind: why build computer science projects?

When it comes to careers in software development, it is a must for aspiring developers to work on their own projects. Developing real-world projects is the best way to hone your skills and materialize your theoretical knowledge into practical experience. But if you want to step up your game and learn real-life industry projects, assignments and case studies check out our Advanced Certificate Programme in DevOps where you can showcase your expertise and skills to potential employers using an e-portfolio.

You will need to acquaint yourself with new tools and technologies while working on a computer science project. The more you learn about cutting-edge development tools, environments, and libraries, the broader will be your scope for experimentation with your projects. The more you experiment with different computer science project ideas, and mini project topics for cse 3rd year, the more knowledge you gain.

Computer Science study encompasses programming , design, analysis, and theory. Hence, Computer Science project ideas involve designing and developing various application-based software products and solutions. So, if you wish to know about a few exciting Computer Science project ideas, this article is just what you need! But, if you want to accomplish more, and gain superiority, consider pursuing our Advanced Certificate Programme in Cyber Security designed for working professionals and provides 1:1 high-performance coaching.

Traditionally, different specialization fields opted for a theoretical and instructions-oriented approach. However, today, most job roles demand professionals who have hands-on industry experience. Computer Science is one such discipline where academic learning does not suffice – students need to undertake practical training through real-world Computer Science projects and assignments. It aims to impart students with practical knowledge of operating computer systems. 

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So, here are a few computer science projects for beginners can work on:

Top 12 Computer Science Project Ideas

This list of computer science project ideas for students is suited for beginners, and those just starting out with Python or Data Science in general or final year project topics for computer engineering in diploma .  These computer science project ideas will get you going with all the practicalities you need to succeed in your career as a software developer.

Further, if you’re looking for computer science project ideas for final year, this list should get you going. So, without further ado, let’s jump straight into some computer science project ideas that will strengthen your base and allow you to climb up the ladder.

1.  Face detection

It is of high importance and it serves various purposes in many fields. Most importantly, the technology of face detection has increased the surveillance efforts of the authorities. 

Face detection coupled with the technology of biometrics and security has helped to identify people’s faces which have resulted in various processes such as starting an app, security, or guiding what the next action steps of the application would be.

The technology of the face detection use the facial algorithms to identify the reach of facial print. The technology can adapt and recognize which facial features to detect and which one to ignore.

One of the best ideas to start experimenting you hands-on computer science projects for students is face detection software. This project focuses on building a face detection software using the OpenCV library. The face detection program will be modelled in a way that it can detect faces in live stream videos from webcam or video files stored in a PC’s local storage. The software uses pre-trained XML classifiers to detect faces in real-time and track them. You can also use different classifiers to identify various objects through this detection program.

To run this program, you need to install the OpenCV library on your local machine. Also, it would be best if you created appropriate paths for the XML classifier files before executing the program. 

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2.  Online auction system

The online auction allows the users to procure the benefits of the auction from any geographical location. The sellers can showcase their products or services to the buyers across the locations. This helps in wider reachability and huge expansion of the business. 

Another useful feature of online auction is instant feedback feature that allows the bidders to track the price increase due to higher bidding. 

The bidders or buyers from across the globe can login at any time of the day to track or bid. This way they do not lose out on the opportunity due to different geographical timelines.

In an online auction, buyers and sellers engage in transactional business, wherein buyers purchase items through price bidding. Here, the bids have a starting price and an ending time. Potential buyers who place the highest bidding price for an item are declared the winners and owners of particular items. 

In this project, you will create a secure online auction system using the fraud detection method with binary classification. If a user wants to buy a product through an online auction, they must provide their identification details like PAN number, email address, license number, etc. The system will then screen the users, authenticate, and authorize them. Only authorized users can bid in the auction. The system will be designed to predict fraudulent users in the early stages, thereby eliminating the risk of online fraud and scams. This beginner-level computer science projects will help build a strong foundation for fundamental programming concepts.

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3.  evaluation of academic performance.

Evaluation of the academic performance allows the institutions to track the student’s performance. This does not only help in enhancing the student’s performance but also improving the teaching techniques and teacher’s performance.

The teachers could chart out teaching objectives that help them in achieving those objectives. This way, the teachers can adapt the successful pedagogy and ignore those pedagogies that do not add value to the student’s performance.

This project involves the creation of an evaluation system that can analyze the academic performance of students by utilizing the fuzzy logic method. In the fuzzy logic method, you will consider three parameters, namely, attendance, internal marks, and external marks, to evaluate the final academic performance of students of an institution. The fuzzy inference system is much more accurate than conventional techniques.

While developing this Computer Science project, make sure that the student information uploaded is correct (devoid of errors). Faulty data entry may lead to inaccurate results. 

4.  e-Authentication system 

There are various types of authentication system such as OTP, password, biometrics, etc.

The authentication system allows for better user experience without having the need of mutliple setups. It is also useful for tightening the security. The enhances security features pave the way for more number of users adapting the technology.

The e-authentication has seen wider adaptability. It is used to access government services, transactional processes, online platforms, and more. The users can secure their identity with the means of e-authentication system, thus providing scope for higher security.

This project focuses on building an e-Authentication system using a combination of QR code and OTP for enhanced security. The e-Authentication system is designed to avoid hacking of accounts through shoulder surfing and misuse of login credentials. To be able to use the system, a user has to first register in the system by entering the basic registration details (name, address, zip code, etc.).

Once the registration is complete, the user can access the login module to authenticate the account by entering the email id and password combination they used during registration. Then, the user can proceed to the next authentication step using either of the two options – QR (Quick Response) code or OTP (One Time Password). As per the option selected by the user, the system will generate a QR Code or an OTP. While the QR code will be sent to the user’s mail id, the OTP will be sent via SMS to the registered mobile number of the user. 

The system randomly generates the QR Code and OTP at the time of login. It makes the login more secure. However, to use this system, one always needs an active Internet connection.

5.  Cursor movement on object motion

This is a project where you will design a cursor that can move through desktop and perform actions based on hand gestures. The system’s object movement will be based on RGB (red, green, and blue) colour – it can detect RGB colour object that will function as the mouse. It would help if you imported the Java AWT library to coordinate with the cursor. The system setting uses a webcam to track the movement of the red, green, and blue objects and based on the object movement patterns, accordingly trigger an event. 

The cursor movement system will acquire a single frame from the video recorded by the webcam and flip the frame for the user to see. It converts the captured image into a binary image wherein the RGB objects will become white. The system further adds a bounding box around the object that the user can move throughout the display.  

6.  Crime rate prediction

There are various benefits attached to the crime rate prediction, such as taking preventive measures, tracking of the culprits, advanced decision-making process, etc.

The methodology allows the decision makers to predict the crime and perform law- enforcement measures to mitigate the repercussions.

This way, the stakeholders can provide satisfaction, increase lifestyle experience and most importantly identify the negative externalities and take appropriate actions to curb them.

The stakeholders can allocate the budget based on the statistic, this helps in effective resource allocation. The concerned agencies can utilize their resources to better use. The crime prediction system helps in faster justice delivery and reduce crime rates. 

This is one of the interesting computer science project ideas to create. As the name suggests, this Computer Science project involves building a prediction system that can analyze and predict the crime rate of a particular location. Naturally, the system needs to be fed with relevant data. It uses the K-means data mining algorithm to predict the crime rate. The K-means algorithm can cluster co-offenders and organized crime groups by detecting relevant crime patterns via hidden links, link prediction, and statistical analysis of crime data. 

It functions somewhat like this – the admin will feed the crime data into the system. The algorithm will analyze crime data stored in a database and extract information and patterns from it. It will then collate the crime groups based on the patterns found in the dataset. The clusters will be made based on factors like where the crime took place, which people were involved in the crime, and when the crime occurred. 

7.  Android battery saver system

The battery saver project is useful for the users to track the usage of the application. The users can track which of the applications are consuming the maximum energy. 

This way the users can optimize their application management. The optimization of the application can limit the application usage, this end up limiting the battery. 

The battery saver in the mobile phone would also allow the users to procure the list of the applications in one place, the consumption rate is also accurate. 

This is one of the simple computer science projects yet an exciting one. The Android battery saver is designed to analyze the battery usage data from built-in classes and create a consolidated list of apps that drain the power of the Android phone. The system can also determine the battery level of the phone. In situations where the battery level is low, and numerous apps are consuming too much power, this system will trigger an alarm telling the user to force stop or close the apps that are drawing power.

While the battery saver system has no backend, it uses Android Studio as the frontend. Since the system feeds on data from the Android phone, it does not need a backend framework. The primary aim of this battery saver system is to notify users of the apps that are high on power consumption, thereby allowing them to take specific actions to stop battery drainage. 

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8.  symbol recognition .

This is one of the excellent computer science project ideas for beginners. The proposed project seeks to build a system that can recognize symbols inserted by the user. This symbol recognition system leverages an image recognition algorithm to process images and to identify symbols. First, the system converts RGB objects into grayscale images which is then further converted into black and white images. During the process, image processing is applied to remove unwanted objects and environmental interference. The system further uses optical character recognition for recognizing the images with 60-80% accuracy. This is one of the interesting computer science projects. 

In the system, all symbol templates will be stored in a specific directory. The size of each image is fixed to allow the easy recognition of the symbols with accuracy. The templates will remain in black and white form, and the system will create a dataset of these templates. When a user inputs a query image into the system, it will resize the query image, compare the resized image values against the template image values in the dataset, and finally display the result in text format. So, while the system takes inputs as images, it delivers output in a textual form.

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9.  Public news droid

There are various benefits to the public news droid, such as-

• Easy to navigate
• Instant updates 
• The users receive all the news, even if they are not trendy or hyped about. 
• Accessible by the registered users
• Feature to report a news if it is malicious, or irrelevant

This is one of the excellent computer science projects for beginners. The public news droid is an informative software application that informs users about the trending news, occurrences, and interesting events happening in and around their locality. Thus, the idea behind creating this information system is to keep the users informed about the happenings in their vicinity. The system uses Android Studio as the frontend and SQL Server as the backend. 

The system involves two modules, one for the admin and one for the user. The admin monitors the accuracy and relevancy of news and information. For instance, if the admin encounters fake news or app misuse, they can take necessary action to stop the spread of such irrelevant information. On the contrary, users can view news and informative articles only of their respective localities/towns/cities, and they can add news related to any other city. Mentioning  computer science projects can help your resume look much more interesting than others.

To use the app, users need to register into the system to use this app and add all the necessary details. Once the registration process is successful, the user can see the latest news, refresh the app, browse for more information, add new information and upload it (within 450 words), and so on. Users can also add images and title for the news they add. 

10.  Search engine 

The search engine is highly useful, it helps in bringing the visibility of the brand, target based ad, brand awareness, performance management, increasing of the website traffic and more. 

The brands can make their visibility grow by using proper keywords and using various other methodologies. Moreover, the brands can utilise the search engine to overcome the competition and to grow their business. 

More people are able to see the brands, better its authenticity would be. It will eventually result in the revenue growth of the brand. 

This search engine is developed using web annotation. It is one of the trending computer science projects where when users enter specific words or phrases in a search engine, it automatically fetches the most relevant pages that contain those keywords. Web annotation makes it possible. Web annotation helps to make an application user-friendly. Thanks to web annotation, users can add, modify, and remove information from Web resources without altering the resource itself. 

This project uses web annotation on pages and images. When the user enters words, names, or phrases in the system, it will fetch the information and pictures having the same annotation. Then the system displays a list of results that contain the image or content matching to the user input. For this search engine, you need to use an effective algorithm to generate a query result page/search result records based on users’ queries.

11.  Online eBook maker

One of the best ideas to start experimenting you hands-on computer science projects for students is working on online eBook maker. This online eBook maker will allow users to design and create eBooks free of cost. The system has two modules – admin login and author login. The admin can accept requests from users (authors), check and validate their details, evaluate completed eBooks, and process the request by mailing eBooks to the authors. Users can register in the system using the author login.

After filling in the necessary details, users can create new books, specify the context of books, add the title, number of pages, add a book cover, etc. Existing users can simply log in using their ID and password, and they can either create new books or resume editing the existing (unfinished) eBooks. Authors can keep only three incomplete eBooks at a time, of which they must complete at least one book before starting a new book. 

12.  Mobile wallet with merchant payment

There are various benefits attached to the mobile wallet, such as-

• Cashless payment
• The applications are protected with a password
• The QR code generation, allows the users to ensure safe transactions.
• The amount first gets stored to the merchant’s wallet, eventually reaching to their bank accounts.
• Reduces fraud detection

This can be an interesting and useful computer science project ideas. As you can guess by the name, this is a QR code scanning application designed for handling and facilitating liquid cash transactions between sellers (merchants) and consumers. The aim of building this app is to provide a secure, reliable, and efficient platform for monetary transactions on both ends. Each time, the system generates a unique QR code ID, and all passwords are encrypted using AES Encryption Algorithm. 

There are two parts of this application – an Android application for merchants that can scan the QR code and the other part for the consumer for generating the QR Code. The frontend uses Android Studio, and the backend uses SQL Server. This system functions something like this – when merchants scan the QR code generated by the app, the desired amount is transferred into their wallet that is easily transferable into their bank accounts. As for the consumers, they need to add money to their wallet via their credit/debit cards linked to their bank accounts. They can save the card details for future use. Merchants can also change their personal and bank details. And this is the perfect idea for your next computer science project!

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Some Bonus A Level Computer Science Project Ideas

Basic Hospital Management System

The hospital management system is useful for managing the resources and operating the hospital effectively. The hospital management infrastructure is useful for managing the patient details, infrastructure management, drugs management, dispensary, etc.

The staff trust the hospital managemet application to run the day-to-day functions. Thus, the technology becomes of high importance.

The health management system facilities in better decision- making and revenue management. Apart from serving the patients, the hospitals have to take care of the revenue for acquiring talented doctors and provide decent health facility. 

This is a programming and database management app designed as a centralized system for hospitals to digitize and handle huge data ( like patient details, appointments made, results of lab tests, patient diagnosis information, etc.). This is one of the best computer science project ideas that can add value to your resume.  

Developing a hospital management system is easy for beginners. A functional and effective hospital management system can be created with the basic knowledge of HTML and CSS. 

The system should be able to receive new entries, store them safely and enable hospital staff and system administrators to access, and use the data. 

You should develop the hospital management system in a way that it should assign a unique ID to each patient registered at the hospital. The system must include all necessary details of hospital staff besides patients in a local database.  

When the data increases, it becomes challenging for the staff and hospital administrator to find the required data of a particular patient or staff. So, it is important to have search functionality to make the search process across thousands of data much easier.  

While it is enough to use the local storage to run the hospital management, you can also use a cloud database. Both of them have their pros and cons. You must leverage the advantages and disadvantages to make the computer science topics more challenging and interesting. Check out this Github project for reference.

Real-time Weather Forecasting app

This is a beginner-level web development & programming app that will serve best as a mini project topic for CSE third-year students or a final-year project for those pursuing diplomas in Computer science. The main objective of the app is to create a web-based weather application that can provide real-time weather details (like current temperature and chances of rain) of a particular location. The app can also predict if the day will be rainy, cloudy, or sunny.  

Developing a weather forecasting app is the best way to put your coding skills to the test. To create a weather forecasting app, you will need a stronghold on the basics of web development, HTML, CSS, and JavaScript. For providing the best backend performance, good knowledge of Node.js and express technologies is a must. 

It is important to know how to use API calls to scoop out weather information from other websites and display relevant information in your app.  

For the app’s best User Interface, you have to place an input text box in which the users can enter the location for which weather information is needed. As soon as the search button is hit, the weather forecast for the input location should pop out. Check out this Github project for reference.

It is an interesting app that involves application designing & development, multi-thread processing, socket-programming, and networking.  

Such computer science topics aim at developing a chat application to facilitate instant messaging. Users can create personal accounts in the chat app from where messages can be sent to other chat app users. Check out this Github project for reference.

Wrapping up

These are some cool Computer Science project ideas that you can toy with! Once you finish with these simple computer science projects, and final year project topics for computer engineering in diploma , I suggest you go back, learn a few more concepts and then try the intermediate projects.

When you feel confident, you can then tackle the advanced projects. If you wish to improve your python skills, you need to get your hands on these computer science project ideas . Working on real-world projects allows you to apply your knowledge and skills into practice. Also, if you can create a few of these Computer Science projects, you can add them to your resume – it will definitely help you to stand out among the crowd. I hope you will learn a lot while working on these computer science projects.

If you’re interested to learn more about Java, full-stack software development, check out upGrad & IIIT-B’s  Executive PG Programme in Software Development – Specialisation in Full Stack Development  which is designed for working professionals and offers 500+ hours of rigorous training, 9+ projects, and assignments, IIIT-B Alumni status, practical hands-on capstone projects & job assistance with top firms.

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How do data mining algorithms work?

Data mining algorithms are a set of software tools and algorithms used to extract information from large amounts of data. They are used to determine which data points are most relevant in a given dataset and are used in a variety-generation algorithm, which is used to generate new lines of data. Data mining algorithms are the steps used to find patterns and trends in large data sets. They are important tools helping organizations make more informed decisions and better serve their customers. Data mining algorithms are used in a wide range of applications, including business intelligence, marketing, and fraud detection. They are also used to understand the behavior of large sets of data, to identify relationships and patterns, and to make predictions.

Why is E-authentication required?

The need for effective e-authentication is due to the fact that users are increasingly using profile verification and sometimes password reset options to protect their accounts on online services, such as social networking sites, and to improve their online security more generally. The use of e-authentication is becoming a common way to prove identity when buying products or services. The process allows users to prove their identity using digital methods instead of traditional documents like ID cards. E-authentication is becoming more and more common, and there are a number of ways it is shaping our digital world.

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Final Year Projects For Computer Engineering

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Complete CSE Software Projects List For Cse

• Android Job Portal System App
• AI Chatbot App using Dialog Flow in Flutter
• Body Pose Detection App using Google ML-Kit Flutter
• Flutter Based Calories Tracker App
• Flutter Based House Bidding Application
• Flutter Medicine Tracker and Notification App
• Flutter Payment Reminder App
• Restaurant Employees Tip Calculator System App Flutter
• Time series Anomaly Detector App using Azure Cognitive Services
• YouTube Giveaway Manager App Using Flutter
• Vehicle Number Plate Detection and Recognition Python
• Green Screen Background Remover using OpenCV Python
• Intelligent Video Surveillance Using Deep Learning System
• Leaf Detection System using OpenCV Python
• Music Genres Classification using KNN System
• Traffic Sign Recognition System using CNN
• Auto capture Selfie by Detecting Smile Python
• Blockchain based Loan Management System with Smart Contracts
• Blockchain Rental Property System with Smart Contracts
• Spy Camera Android App
• Python Image Forgery Detection using MD5 OpenCV
• Space Shooter Combat Game Python
• Online PDF to Text Converter & Language Translator Python
• Herb & Grocery Shopping Android App
• Dementia Virtual Memory App
• Android Messenger App
• Barbershop Service Booking App
• Fitness App With Workout Diet & Motivation
• Three Level Image Password Authentication
• Students Grievance Redressal Cell Python
• Emergency Ambulance Booking App
• Waste Food Management & Donation App
• Doctor Appointment Booking & Live Chat App
• Online Fashion Stylist Website
• Android Blood Donation & Blood Bank Finder
• Online Driver Hiring Android App
• Retail Store Inventory & POS Checkout App
• Gym Trainer & Progress Tracker App
• Accident Detection & Alert Android App
• Android Personal Safety App
• Wifi Based Secure Wireless Communication Using RSA
• Android Task Monitoring
• Automated Canteen Ordering System using Android
• RFID Based Automatic Traffic Violation Ticketing
• Sports Events Management Platform for Colleges
• Secure Online Auction System
• School Security System (SSS) using RFID
• RFID Parking System Using Android
• Quality checking using image processing
• Orange Fruit Recognition Using Image Segmentation
• Optical character extraction under different illumination conditions
• Filtering political sentiment in social media from textual information
• Evaluation of Academic Performance of Students with Fuzzy Logic
• E Authentication System Using QR Code & OTP
• Document Sentiment Analysis Using Opinion Mining
• Diabetic Retinopathy Detection From Retinal Images
• Cursor Movement On Object Motion
• Crime Rate Prediction Using K Means
• Cooking Recipe Rating Based On Sentiment Analysis
• Brain Tumor Detection Using Image Segmentation
• Android Smart Ticketing Using Rfid
• Android Battery Saver System
• Android Based Encrypted SMS System
• Advanced Tour Guide
• Social Media Community Using Optimized Clustering Algorithm
• Symbol Recognition Using Matlab
• Preventing Phishing Attack On Voting System Using Visual Cryptography
• Public News Droid
• Card Payment Security Using RSA
• Search Engine Using Web Annotation
• Secure File Storage On Cloud Using Hybrid Cryptography
• ATM Detail Security Using Image Steganography
• Image Character Recognition Using Signal & Pattern Analysis
• Image Steganography Using Kmeans & Encryption
• Implementing Triple DES With OTP
• Mobile Wallet With Merchant Payment Using Android
• Online user Behavior Analysis On Graphical Model
• Fingerprint Authenticated Secure Android Notes
• Student Grade Prediction Using C4.5 Decision Tree
• Stream Analysis For Career Choice Aptitude Tests
• Product Review Analysis For Genuine Rating
• Periodic Census With Graphical Representation
• Android Smart City Traveler
• Android Campus Portal With Graphical Reporting
• Smart Health Prediction Using Data Mining
• ERP System For Institutes
• Efficient Doctor Patient Portal
• Online Bookstore System On Cloud Infrastructure
• Cloud Based Online Blood Bank System
• Cloud Based Local Train Ticketing System
• Cloud Based Bus Pass System
• Cloud Based Career Guidance System
• Android Bluetooth Chat
• Bus Pass with Barcode Card scan
• Bus Pass with webcam Scan
• Employee attendance System By Qr Scan
• Online Printed T-Shirt Designing
• Engineering College Automation and Scheduling System
• Online Visiting Card Creation Project
• Online Ebook Maker Project
• Graphical Password To Avoid Shoulder Surfing
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Recent Project Articles !

• C++ Projects
• Java Projects
• Python Projects
• Project Ideas
• OpenCV C++ Program for Face Detection
• OpenCV C++ Program for coin detection
• OpenCV C++ Program to blur an image
• OpenCV C++ Program to create a single colored blank image
• OpenCV C++ Program to blur a Video
• OpenCV C++ Program to play a video
• Creating a PortScanner in C
• Student Data Management in C++
• OpenGL program for Simple Ball Game
• Implementation of Minesweeper Game
• Finding cabs nearby using Great Circle Distance formula
• Program to remotely Power On a PC over the internet using the Wake-on-LAN protocol.

Java Projects :

• A Group chat application in Java
• Generating Password and OTP in Java
• Creative Programming In Processing | Set 1 (Random Walker)
• Creative Programming In Processing | Set 2 (Lorenz Attractor)

Python Projects :

• Make Notepad using Tkinter
• Color game using Tkinter in Python
• Python | Message Encode-Decode using Tkinter
• XML parsing in Python
• Desktop Notifier in Python
• Hangman Game in Python
• Junk File Organizer in Python
• Browser Automation Using Selenium
• Tracking bird migration using Python-3
• Twitter Sentiment Analysis using Python
• Image Classifier using CNN
• Implementing Photomosaics
• Working with Images in Python
• OpenCV Python Program to blur an image
• Opencv Python program for Face Detection
• Cartooning an Image using OpenCV – Python
• OpenCV Python Program to analyze an image using Histogram
• OpenCV Python program for Vehicle detection in a Video frame
• DNA to Protein in Python 3
• Viruses – From Newbie to pro
• Handling Ajax request in Django
• Working with zip files in Python
• Morse Code Translator In Python
• Simple Chat Room using Python
• Creating a Proxy Webserver in Python | Set 1
• Creating a Proxy Webserver in Python | Set 2
• Project Idea | Audio to Sign Language Translator
• Understanding Code Reuse and Modularity in Python 3
• Multi-Messenger : A python project, messaging via Terminal
• Movie recommendation based on emotion in Python
• Implementing Web Scraping in Python with BeautifulSoup
• Computer Vision module application for finding a target in a live camera

Project Ideas :

• Project Idea | (Static Code Checker for C++)
• Project Idea | (Dynamic Hand Gesture Recognition using neural network)
• Project Idea | God’s Eye
• Project Idea | (Ca-solutions)
• Project Idea | College Connect
• Project Idea | Empower Illiterate
• Project Idea | (Remote Lab Assistance)
• Project Idea | (Project Approval System)
• Project Idea | (Online Course Registration)
• Project Idea | (Universal Database Viewer)
• Project Idea | Sun Rise/Set Time Finder
• Project Idea | Automatic Youtube Playlist Downloader
• Project Idea | Aadhaar Thumb: A Platform to All Services
• Project Idea | (Health services & Medical outcome monitoring)
• Project Idea| (Magical Hangouts: An Android Messaging App)
• Project Idea | JamFree
• Project Idea | AI Therapist
• Project Idea | Get Your Logo
• Project Idea | ( Client Master)
• Project Idea | (A Game of Anagrams )
• Project Idea | Breakout game in Python
• Project Idea | (Games using Hand Gestures)
• Project Idea | Amanda: A Smart Enquiry Chatbot
• Project Idea | (A.T.L.A.S: App Time Limit Alerting System)
• Project Idea | Sign Language Translator for Speech-Impaired
• Project Idea | Personality Analysis using hashtags from tweets
• Project Idea | Recommendation System based on Graph Database
• Creating a C/C++ Code Formatting tool with help of Clang tools
• Project Idea (Augmented Reality – QR Code Scanner)
• Project Idea (Augmented Reality – ARuco Code Detection and Estimation)
• Project Idea | (CSE Webnode)
• Project Idea | College Network
• Project Idea | (Online UML Designing Tool)
• Project Idea | Voice Based Email for Visually Challenged
• Project Idea | Assist Bot
• Project Idea | Social-Cop
• Project Idea | MediTrack
• Project Idea | (CAPTURED)
• Project Idea | LinkBook
• Project Idea | (Trip Planner)
• Project Idea | EveMythra Bot
• Project Idea | Green Rides
• Project Idea | E-Ration Shop
• Project Idea | Smart Elevator
• Project Idea | Get Me Through
• Project Idea | Innovate Email
• Project Idea | NextVAC Platform
• Project Idea | League of Fitness
• Project Idea | (A Personal Assistant)
• Project Idea | (Smart Restaurants)
• Project | Scikit-learn – Whisky Clustering
• Creating a Calculator for Android devices
• Project Idea | Airport Security Using Beacon
• Project Experience | (Brain Computer Interface)
• Project Idea | ( True Random Number Generator)
• Project Idea | Distributed Downloading System
• Project Idea | (Personalized real-time update system)
• Project Idea | Attendance System Using Smart Card
• Project Idea | (Detection of Malicious Network activity)
• Project Idea | Smart Waste Management System
• Project Idea – Bio-Hashing : Two factor authentication
• Project Idea | noteSort (Classify handwritten notes)
• Project Idea | Health Application powered by IBM Watson
• Project Idea | Collaborative Editor Framework in Real Time
• Project Idea | Department Data Analysis Mobile Application
• Project Idea | Analysis of Emergency 911 calls using Association Rule Mining
• Crop monitoring and smart farming using IoT
• MyHelper (Access your phone from anywhere without Internet)
• Project Idea | (Robust Pedestrian detection)
• Project Idea | ( Character Recognition from Image )
• Project Idea | (Model based Image Compression of Medical Images)
• Project Idea | Motion detection using Background Subtraction Techniques
• Project Idea | (Optimization of Object-Based Image Analysis with Super-Pixel for Land Cover Mapping)
• A Number Link Game
• Designing Use Cases for a Project
• Building a Basic Chrome Extension
• How to write a good SRS for your Project
• Creating WYSIWYG Document Editor | Natural Language Programming

Start Your Coding Journey Now!

Computer Science Projects Ideas for Engineering Students

Computer science is a branch of engineering that deals with the scientific study of computers and their usages like computation, data processing, systems control, advanced algorithmic properties, and artificial intelligence. The study of computer science includes programming, design, analysis, and theory. Computer science engineering projects involve designing and development of various application-based software. Computer science project topics can be implemented by a number of tools such as Java, .NET, Oracle, etc.  This article is intended for those students who are earnestly seeking computer science projects during their course of studies. The list of computer science project ideas is as follows.

The topics listed below are exceptionally good ones as they are involved in different technologies over diverse areas like Android Projects , Dot Net projects, Java projects, and the projects related to hardware, and so on.

• Voice-based E-mail for the Blind
• Automated Robot for Military System (ARMS)
• Unique ID (UID) Management System Project
• Online Voting Using Bluetooth Enabled Mobile Phone
• Wi-Fi Based Mobile Quiz
• Inter-Operability of 802.11e and 802.11
• Semi-Supervised Learning using Graph Kernels
• Gram-Based Fuzzy Keyword Search over Encrypted Data in Cloud Computing
• Battery Optimizer for Android Mobile Devices
• Visual Tracking Using Spare Appearance Model
• Sockets Programming in Python –Building a Python Chat Server
• Security Issue of Cloud-Based Storage
• Pre Touch Sensing with Sea Shell Effect
• Efficient Peer to Peer Similarity Query Processing for High dimensional Data
• CALTOOL Computer-Aided Learning Tool
• XTC Algorithm Based Scalable Wireless Ad hoc Networking IEEE
• Honey Pots a Security System to Identify Black Hat Community in the Networks
• Elevator Control System
• Web-Based Online Library System
• Efficient Coding Technique for Aerospace Tele Command System
• Microcontroller-Based Security System using Sonar
• Tanox Work Force
• SPIRIT –Spontaneous Information and Resource Sharing
• Software Engineering of Scientific Software
• Energy & Power Efficient, Real-Time System Scheduling
• Data-Efficient Robot Reinforcement Learning
• Gaussian Processes for Bayesian State Estimation
• Imitation Learning in Humanoid Robots
• Privacy-Preserving Data Sharing With Anonymous ID Assignment
• SORT- a Self-Organizing Trust Model for Peer-to-Peer Systems
• Information Flow in Bargaining Scenarios
• Simulation and Exploration of Hybrid Systems via Automata
• Combining Kinect and Stereo Depth Measurements
• Band-Aids for Broken Microprocessors
• North East West South Global Unified Reporting Utility (NEWSGURU)
• Mobile Apps in the K-12 Classroom
• Diagnosing Computer Bugs Using Big Data
• A Railway Anti-collision System with Phis Plate Removal Sensing and Auto Track Changing
• A Reverse Engineering Approach for Converting Conventional Turbo C Code to 64bit C#
• Debugging Grids with Machine Learning Techniques
• SMASH-Scalable Multimedia Content Analysis in a High-level Language
• The Design and Implementation of a Consolidated Middle Box Architecture
• Automated Low-Level Analysis and Description of Diverse Intelligent Videos (ALADDIN)
• 3D Mobile Game Engine Development Software Project
• Coaching Management Software
• Bug Tracking System
• Development of a Feature-Rich Practical Online Leave Management System (LMS)
• Design and Development of Speed Cash System (SCS)
• Multi-Million Dollar Maintenance Using WLS Algorithms
• DDOS (Distributed Denial of Service) Using Throttle Algorithm
• File System Simulation
• A Railway Anti-Collision System with Auto-Track Changing and Phis Plate Removal Sensing
• Computer Folders ‘Security with a Bluetooth-Enabled Mobile Phone and Rinjdal Security Extension
• Speech Stress Analysis based Cheap Lie Detector for Loyalty Test
• Credit Card Reader with Face Recognition based on Webcam
• Recognition of Hand Movement for Paralytic Persons Based on a Neural Network
• Network Security Implementation Layer through Voice Biometric
• Agent-Based Blocking and Response, Intrusion Detection using Signature
• Load Balancing of Artificial Intelligence Network using Ant Colony Optimization
• Authentication and Adaptive Security for DNS System
• Multicasting of Bandwidth Efficient Video in Multiradio Multicellular Wireless networks
• ADHOC Networks Based Bandwidth Estimation of IEEE 802.11
• Data Mining Technique Based Building Intelligent Shopping for Web Services
• Automatic Teller Machine Network Implementation based Controlling of CAC Connection Admission
• Adaptive Coaching and Co-Operative System for MANETS
• Multidimensional and Color Imaging Projections
• Inter-Domain Packet Filters based Controlling of IP Spoofing
• Hidden Markov Models Based Credit Card Fraud Detection
• XML Enable SQL Server Based Data Storage and Minimization
• Artificial Neural Network Based Verification of Digital Signature
• Design and Implementation of E Secure Transaction
• Pattern Recognition and Dynamic Character Using Neural Network
• Verification of Dynamic Signature Using Pattern Signature
• Data Integrity Maintenance and Dynamic University Linking
• Filtering and Analyzing of Effective Packet System for ATM Network
• Efficient and Distribution and Secure Content Processing by Cooperative Intermediaries
• Rule Mining Algorithm for Efficient Association in Distributed Databases
• Digest Algorithm for Efficient Message for Data Security
• Using Concurrent Engineering Train Simulation Based on Genetic Algorithm
• Travelling Salesman and Genetic Algorithm Problem Using ATL COM and C#
• Channel Rate Allocation for Scalable Video Streaming Using Genetic Algorithm over Error-Prone Networks Based on GOP
• High-Speed Face Recognition Based on RBF Neural Networks and Discrete Cosine Transform.

Don’t Miss: Electronics Projects for Engineering Students

Don’t Miss: Embedded Systems Projects for Engineering Students

HTML Projects for Engineering Students

The term HTML stands for Hypertext Markup Language. This language is a very famous coding language, especially used in Web development. This language plays a key role in designing websites by adding CSS (Cascading Style Sheets). In real-time, HTML based projects will help the CSE students to test their practical knowledge, and sharpen their coding skills as well. For beginners, selecting the HTML based project is difficult. So here we have listed out some HTML projects. The list of HTML projects for CSE students includes the following.

Guest Manager Project using HTML

The guest manager project is designed with different concepts of CSS, JavaScript & HTML. This project is used to keep the data of guests who are coming to the ceremony. To maintain their data records by adding guests, one has to enter his name, address, etc.

This project runs through modern servers for better performance such as Mozilla Firefox or Google Chrome. Once this project is opened in any browser, click on the index.html file to download the source code of the guest manager within JavaScript. Once it is downloaded, then used for educational purposes only.

Weather App using Android & HTML

The android-based weather app can be developed using HTML, CSS, JavaScript. This project is mainly used for forecasting the weather. By using this project, the user can verify the climate condition & forecast whether that is a sunny day or cloudy day. The app user can write down the city name across the globe within the app. To make the project work, this project uses JavaScript. This project uses Mozilla or Chrome browser once clicking the file of index.html

Random Name Generator using

The random name generator project is designed in HTML language using JavaScript and CSS. By using this project, the user generates different person names from all over the world through one click. But we have to select the name of the country, gender, and names after that click on the generate button. This project runs in Mozilla/Chrome browser and uses JavaScript to make the validation in a particular part of the project.

Medical Booking Store through Online using HTML & JavaScript

This project is used to design a medical store system for booking online. So that it reaches in 24/7 to the customer. The proposed system revolutionizes the industry completely. The maintaining of product search, placing an order, billing & product stock also maintained through one click. The product order can be placed easily & tracked at any time. Once the product order is done, the payment can be made through credit cards.

Tribute Page

The design of this tribute page can be done using HTML language. As the name suggests, this page shows a mark of respect to someone who motivates or admires you. While designing this page, basic HTML concepts are required. At first, we need to create a webpage, and then add a personal picture with his details, achievements as well as few words about him. By using CSS, this project is very useful in adding different layouts as well as styles.

A Survey Form

Every website has different forms to include customer data. Similarly, a survey form is used to get related information of audiences such as their age, work, place, taste & preference. This HTML based project helps in testing your skills, designing knowledge of forms, and webpage.

To design this project, the basics of HTML are mandatory. After that, you can employ the tags to make a text field, date, radio button, checkbox & other essential elements included in a form. Along with HTML, CSS can be used to get an enhanced look to your form as well as the webpage.

A Page for Technical Documentation

The technical documentation project for the page can be designed with the help of basic HTML knowledge, JavaScript, and CSS. The main concept of this project is to design a technical documentation page where you can tick on any theme on the left side of the page so that it will load the related content on the right side.

This project can be designed by separating the webpage into two parts. The left side of the webpage contains the menu that includes the list of topics arranged from top to bottom manner, whereas on the right side, it includes the documentation equivalent to every theme. Here, click function. To include the click function, we use CSS/Javascript.

HTML based Admission System of College through Web

This project is mainly used to decrease the time consumption while keeping the college admission records. For maintaining these records, there are separate divisions are given so that student fee details can be maintained. There are separate divisions are providing to maintain a record of student and fee details. By using this project, the database can be easily maintained, an operation is easy, it takes less time to operate the system, and the user can send the emails through this system.

HTML based Management System of Hospitals

This project is used to maintain the patient’s admission or discharge list, reports, doctors, etc. By using this project, time-consuming can be reduced while visiting the patients to hospitals, maintaining the records of patient’s data. There are different modules in this project like login, administration, registration, appointment, patient & doctors.

Computer Science Projects for College Students

The computer science projects for college students mainly include the following.

• Data Warehousing and Data Mining Dictionary
• Fuzzy Keyword Search in Cloud Computing over Encrypted Data
• Web-Based Online Blood Donation System
• Web-Based Graphical Password Authentication System
• Identification and Matching of Robust-Face Name Graph for Movie Character
• Controlling of Topology in Ad hoc Networks by Using Cooperative Communications
• An SSL Back End Forwarding Scheme of Clusters Based On Web Servers
• Motion Extraction Techniques Based on Identifying the Level of Perception Power from Video
• Approximate and Efficient Processing of Query in Peer-to-Peer Networks
• Web-Based Bus Ticket Reservation System
• Chinese Input with Eye Tracking and Keyboard
• Automated Image Enhancement Based Identification of Plaque
• Developing the Encryption, API, Architecture, and Security of Biometric Technology
• Automated Transport Enquiry System in MySQL and C# Based on Voice
• Modeling and Detection of the Camouflaging Worm
• Increased Development Process Quality-Based Testing of Automotive Real-Time
• SQL Based Employee Management System in ASP and C# .NET
• Management System of Pharmacy in MySQL and PHP
• Graph Analysis and Generation for Detecting the Source Code Plagiarism Based on Program
• Implicit Approach Based Animating and Buildup of Wind-Driven Snow
• Bullet Physics and Cinder Graphics Based Doodle Processing System
• Simulation and Modeling of Unknown Factors in Acquisition
• Image Processing Segmentation Based Verification of Secured Fingerprint Using Computational Geometry Algorithms
• Mathematical Morphology Based Algorithm for Image Noise Reduction
• Flexible Data Dissemination Strategy in Mobile Wireless Communication Networks for Effective Cache Consistency
• Fingerprint Verification System Based on a Correction
• Automatic Removal and Estimation of Noise in From a Single Image
• Dynamic Time Warping and Triangular matching Based on a Fingerprint Verification System
• Smart Card Security and Static Analysis Perspective from a Java
• Internet-Based Monitoring of Remote Electrocardiogram
• Internet Protocol Trace Back Based Detection and Modeling of Camouflaging Worm
• Ridges and Fusion of Minutiae Based Fingerprint Identification Using Strength Factors
• Storage Systems Based HBA Distributed Meta Data Management for large Cluster
• Image Analysis and Compression with PSNR and MSE Technique
• Implementation of Threshold Cryptography for MANET Based on Elliptic Curve Cryptography
• Image Processing for Resizing and Bilinear Filters
• The architecture of Distributed Database in Next Generation Mobile Networks for Global Roaming
• Recognition of Dynamic Pattern and Character Using Neural Networks
• Customer Relationship Management Based on Distributed Component Router
• Supply Chain Management System Based on Distributed Component Router
• Dynamic Logistics Management and Support Systems
• Multithreaded Socket Based Email Server
• Design and implementation of Mobile Banking
• JMX Based Managing and Monitoring the Clusters
• Implementation of Multi Router Traffic Monitoring
• Real-Time Transmission Protocol Based Broadcasting of Multicast Video
• Multicast Routing For Collaborative Applications with Delay Variation Constraints On Overlay Networks
• Near-Optimal Multicast Scheme Using a Hybrid Genetic Algorithm for Hoc and Mobile Networks
• SNMP Based Network Monitoring and Analyzer Tool
• Network Border Patrol for Promoting Fairness on the Internet and Preventing Congestion Collapse
• Recognition of Digits Back Propagation and Handwritten Based on Neural Network
• Novel Framework for Personalized Retrieval and Semantic Annotation of Sports Video
• Query Workload Based Online Index Recommendations of High Dimensional Data Bases
• Image Retrieval Imaging Based on Content, Adaptive and Personal
• Software and Algorithms for problems in Radiation Therapy and Radio Surgery and Medical Applications
• Bluetooth and J3ME Enabled Full Duplex Automation Based on Mobile
• Development of an Application for Weekly Automatic College Timetable
• Using Pythagoras and Trigonometry to Watermark an Image
• By Using Steganography Compression and Decompression of Wavelet
• Coded Structured Light-Based Real-Time 3-D Data Processing
• A Distributed Learning System with Desktop recording, VoIP, Desktop Sharing, and Session Sharing.
• A Wireless Communication Protocol Based on Electric Bulb
• Musical Conversion and Recognition for Music Compression

All of these projects listed in the above list are the latest computer science project topics for engineering students that are widely implemented by the professionals. We believe that by giving this information, we have been successful to afford you the best list from the lot, and we believe that by providing this information, we have been successful to provide you the best list from the lot, and therefore anticipate your comments, suggestions, queries, and feedback on this particular article or about any further help regarding your projects in the comments section given below.

Don’t Miss :  Android Projects for Engineering Students

Java Projects for Computer Science Engineering Students

Java is a flexible programming language used in several areas of app development & software. Java language is very famous because of these reasons like object-oriented, multi-threaded, robust, secure, and platform independence. Some of the java-based project ideas for engineering students are listed below.

• OCR – Optical Character Recognition
• Pedometer based on Android Application
• Android-based Mobile Quiz
• Android App for Tourist Guide
• Java-based Tracking of Bug
• Management System for Online Examination
• JAVA based Attendance Management System
• JAVA based Electricity Billing System
• Android-based Voting Machine for Employees
• Packet Sniffer for Network
• Reservation system in Airline
• Management System for Supply chain
• Management System for Course
• Management System for Medical through Online
• Survey System through Online
• Software-based Data visualization
• Management System for Bank through Online
• Electricity billing system
• Management System for Library
• Management System for E-Healthcare

C++ Projects

The following listed projects are C++ projects based on mini, games, software, etc for computer science engineering students.

• Record System in Banking using C++
• Management System for Payroll
• Management System for Cyber Café using C++
• Race Game for Bike using C++
• Management System for Hotel
• C++ based Helicopter Game
• Reservation System for Bus
• Management System of Traffic Control using C++
• Management System for Bookshop using C++
• Management System for University using C++
• Information System of Student through Admin Mode using C++
• Billing System of Telephone using C++
• Management System for Music Store using C++
• Management System for Travel Agency using C++
• Management System of Phonebook
• Directory System in Telephone
• Score Sheet of Cricket using C++
• Reservation System of Railway
• Billing System in Super Market
• Management System of Database for Students
• Management System for Sales
• Management System for Fee Inquiry in Schools using C++
• Load Management of a Charging System in Telecom
• Result Management System of Students using C++
• Navigation System in Real-Time

Python Projects

Python is one kind of powerful, most popular programming language. The applications of this language are vast and also used in final year CSE engineering projects. The applications are software development, web development, scripting. This programming language serves as a boon to CSE as well as ECE engineers.

• Notepad making with Tkinter
• Multi-Messenger using Python
• Booking System of Playground through Online
• Encoding & Decoding of Message with Tkinter
• Understanding of Modularity & Code Reuse in Python3
• Parsing of XML using Python
• Language translation from Audio to Sign
• Notifier of Desktop in Python
• Python-based Detection System of Lane-Line with OpenCV
• Python-based Simple Chat Room
• The organizer of Junk File using Python
• Translator of Morse code using Python
• Selenium-based Automation of Browser
• Image Analyze using OpenCV program of Python
• Chatbot for Transformer Conversational using Python
• Crime Reporting System using Python through Online
• Bird Migration Tracking through Python-3
• OpenCV Python-based Image Cartooning
• CNN based Classifier of Image
• Face Detection using Python
• Steganography of Image Project using Python
• Photo Mosaics Implementation
• Comparison of Price in Website using the Online Shopping Project
• Sales Forecasting System in Pharmaceutical Store based on Web
• Image Blurring using OpenCV Python
• Management System for Inventory through Online
• Price Predictor of Flight Ticket using Python
• Management System of Blood Donation using Web
• Management System for Healthcare Information through Online

Cloud Computing Projects

Cloud computing is a well-known technology where all the private works, other software, and data can be used as well as used in a safe server. This server can be accessed using any operating system (OS) otherwise browser. Consequently, it provides independent & distributed access for the user to the encrypted database within the cloud. It is separated into three criteria like Platform as a service (PaaS), Software as a service (Saas) & Infrastructure as a service (IaaS).

• The tracking system of E-Bug
• Data Analysis in Wireless IoT Networks through Cloud Processing
• Automation of University Campus through Online
• Cloud Data Collection in Vehicular Transportation System
• Analysis of Uber Data
• Smart Traffic Management based on Cloud
• Cloud Computing based Rural Banking
• Cloud-based Transferring of Text Securely
• Energy-Efficient & Storage Cloud Computing
• Attendance System based on Cloud
• Data Leaks Detection through SQL Injection
• Book Store System through Online
• Hybrid Cryptography based File Storage Securely
• Removal of Data Duplication Technology
• Bus Pass System based on Cloud
• Blood Bank System through Online based on Cloud
• Cloud Computing based E-learning

Oracle Database Projects

The oracle database based projects for computer science engineering students are listed below.

• Hi-F- Infirmary Health Portal
• Time Tracking System based on Web using Oracle Database.
• Scanning of Harmful Mail
• Tracking System of Employee through Oracle Database.
• Typing Patterns using Oracle Database
• Recruitment System in Corporate based on Oracle Database
• Ticket Reservation in Airline through Online based on Oracle Database
• Oracle Database based Ship Management System
• Banking System based on Oracle Database
• School Management System a based on Oracle Database
• Database Management System for Human resources
• Oracle Database based Insurance Portal through Online
• Oracle-based Human Resources Data
• Database Management System of HRM

C Language based Projects

The computer science engineering projects based on C language are listed below.

• Reservation System of Seat in Airline using C Programming
• C Programming based ATM Banking
• Management System of Hospital using C Language
• Management System of Jewellery Store
• Management System to Food Order using C Programming
• Management System of Bank using C Language
• C Programming based Booking of Movie Ticket
• Billing System in an Electronics Store using C Language
• Management System of stationery Shop using C Programming
• Management System of Hostel based on C Language
• Management System of Tourism using C Programming
• Exam Results System based on C Programming
• C Programming based Simple Calendar
• Cricket Score Board based on C Programming
• Billing System of Customer
• Periodic Table using C Programming
• Management System for Personal Diary using C
• Application of Phonebook based on C
• Billing System for Telecom
• C Programming based Copter Game

.Net Projects

The list of .Net Projects for computer science engineering students includes the following.

• Gamification Techniques based Behavioural Analysis
• Booking System of Spa & Salon through Online
• Security System for E-Commerce with Biometric Authentication
• Promotion of Business & Analysis of Offer Trend
• Digital Agriculture Predictive Analysis
• Web Search Engine through SEO Optimizer and Web Annotations
• Plagiarism Checker for Online Assignment using Data Mining
• Management System for Online Charity
• Visually Impaired E-Commerce Website
• Delivery Management System for Newspaper through Online
• Management System for Examination & Online Course
• Fraud Detection of Credit Card based on ASP.Net
• Maintaining of Records for Crime Reports using ASP.Net
• Reorganization System of Vehicle-based on ASP.Net
• Management System of Personal Identity using ASP.Net
• Business Consultancy through Online using ASP.Net
• Civil Registry using ASP.Net
• Management System for Stock in Oil Company
• Monitoring System of Software License using ASP. Net
• Online Exam based Job Portal using ASP.Net

Thus, this is all about an overview of computer science project ideas for engineering students, college students based on different platforms like C, Net, HTML, C++, Java, Python, etc. Here is a question for you, what are the programming languages used in computer science engineering?

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10 Best Computer Science Projects To Hone Your Skills

Table of Contents

Computer science projects - stepping stones for a better, rewarding future, related course.

Computer science is that branch of science, which deals with the study, development, and maintenance of computers and computer systems. It is also a diverse field that is the superset of data science, information technology, networking, programming, web development, and a galore of other full-fledged research and interest areas.

The ongoing COVID-19 outbreak has disrupted the traditional way of pursuing education. As such, more and more people prefer to enroll online for distant and virtual modes of learning; if you’re also looking for a suitable computer science degree that you can complete without going out, check out these best online computer science degree programs .

Learning computer science demands developing and building a lot of skills. What could be better than a project to learn - and/or assess your ability that you’ve developed up until now in - computer science! Now, where to get the best computer science projects? Right here! But wait?

Still thinking, “why I need a computer science project to learn/assess my ability in the same?” Let’s answer that first:

Students often tumble over the question of what benefit they will get by working and developing projects in computer science, data science, or programming.

Also, if they are also, somehow, bothered thinking why they should give their best when working on computer science projects, then don’t worry because we are going to make things clear.

Most computer science courses' curriculum focuses on developing various skills, namely web development, programming, data analysis, content management, and more, but the implementation of these skills is something that students have to take care of themselves.

By working on a computer science project, candidates can also carve an opportunity for themselves to implement and test what they have learned. They can develop multiple computer science projects during the process and add them later to their portfolio, which will eventually help them land a good job, or, maybe, champion a college major or some specialization.

So, if anyone wants their future as an IT professional to be bright, they must work on one, or more, of the most popular computer science projects listed here. Much said already! Without wasting - any more - time, let’s get started with our pick of the top 10 computer science projects.

10 Best Computer Science Projects

1. Real-Time Weather Forecasting App

Type - Application Development, Programming, Web development Expected Time to Complete - 1 to 3 days Level - Beginner

Objective(s)

• To develop a web-based weather application that provides real-time weather information of a location, such as
• Current temperature, and
• Chances of precipitation.
• Also, it tells if it is going to be a sunny, cloudy, or rainy day ahead.

Project Overview

If you do not have any prior experience working on computer science projects, it’s better to get going with a project idea that is simple and effective.

The development of a weather application, which provides weather data for a particular location, would be a great way to test your coding skills.

To develop a weather application, all you need is the basic knowledge of the trifecta of web development, i.e., HTML, CSS, and Javascript. For creating a proper back-end of the app server in JavaScript, you will have to get familiar with Node.js and Express technologies.

It would be best to learn how to use API calls to get weather data from another website (like weatherstack.com) and display selective data right inside your webapp.

For the weather application’s UI, you need to conjure an input text box where users can enter the name of a location for which they wish to check the weather. As soon as the user hits the search button - most likely to be adjacent to the text box, but you are free to get creative as per your liking - the weather forecast for the entered location should be displayed.

Reference Free Projects @GitHub:

• Weather Forecast Android App
• Weather Forecast App

2. Basic Hospital Management System

Type - Application Development, Database Management, Programming Expected Time to Complete - 2 to 4 days Level - Beginner

• To develop a system that hospitals can use to digitize and manage their data, such as patient information, appointments, lab test results, patient diagnosis details, etc.

Developing a basic hospital management system is quite easy, even if you are a beginner. You can develop a functional hospital management system leveraging basic forms of HTML and CSS.

The developed system should get new data entries, store them, and let hospital officials and/or a system administrator(s) access and view data.

You need to design the hospital management system, so it automatically assigns a unique ID to each patient registered at the said hospital. Other than the patients, the system should also store information about the staff members, all in a local database.

When the database grows, it might become difficult for the hospital staff or the system administrator to find data related to a particular patient or staff member. So, it’ll be a good idea to add search functionality to make it easier to find specific details across hundreds - or even thousands - of stored records.

While you can use the local storage of the machine that runs the hospital management system, it is also possible to use a cloud database. Both have their distinct advantages over one another. You must figure them out on your own to make the project more challenging.

• Hospital Management
• Hospital Management System
• Sozer Hospital Management System

P.S. - Want more computer science projects focusing on HTML? Try these best HTML projects .

Computer Science 101: Master the Theory Behind Programming

3. Optical Character Recognition (OCR) System

Type - Algorithm Design, Image Processing, Optical Recognition, Programming, System Development Expected Time to Complete - 4 to 6 days Level - Intermediate

• The optical character recognition (OCR) system should be able to process images and identify characters.
• Also, the system needs to give users the flexibility to search and manipulate the data.

To accomplish this project, you need to work with an algorithm that makes image recognition possible. This algorithm will enable the processing of images and search for characters in them.

Before working on the OCR system development, you must get a clear idea of how optical recognition technology works. Make sure that you build a good understanding of all the underlying concepts beforehand.

The two most popular technologies to develop a character recognition system are Python and MATLAB. It is advisable to select that particular technology which you want to use more frequently in the future.

While planning the project development work, you may need to set some accuracy level for your OCR system to achieve at the end of the project. Remember, the more accurate your OCR system in processing and identifying the characters in an image, the better.

• Tesseract OCR

4. News Feed Application

Type - Application Designing, Application Development, Programming Expected Time to Complete - 3 to 6 days Level - Intermediate

• Development of an online news feed application that gives users access to the latest news and events.
• The application should also be capable of fetching and displaying local as well as global news.

Building a news feed application is a great way to boost your app development skills as a computer science student. You can either create a web-based news feed application that runs inside browsers or a dedicated mobile app for smartphone users or both; the choice is completely yours.

The biggest challenge you need to tackle while developing the news app is ensuring that the app loads in the minimal time while delivering robust performance. The app should be capable of handling multiple requests from different users at the same time without crashing.

To get the latest and trending news, you can use free news APIs offered by various providers, like Bloomberg , Guardian, and Financial Times. Just keep in mind that the freely-available news APIs offer a limited number of API calls on a daily or monthly basis.

You need to create the front-end and the back-end of the app and thus require both front-end and back-end development technologies. The app can be easily created using any popular programming language, like JavaScript, Python, Java, etc.

• Making Headlines
• NewsFeed MVI Dagger

5. Library Management System

Type - Database Management, Database Manipulation, Programming, System Design, System Development Expected Time to Complete - 4 to 7 days Level - Intermediate

• The library management system should make it easier for library professionals to manage their day-to-day activities, such as
• Issuing books,
• Keeping a record of all the books issued, 
• The books that are available for borrowing et cetera.

Developing a library management system will help you become well-versed in database management and data manipulation. The library management system intends to bring automation and eliminate traditional paperwork.

To work on this project, you need to step-up your knowledge about database management (SQL and/or NoSQL database), UI design, and back-end logic development.

The library management system should allow students to create personal accounts that they can use to view the list of available books and initiate requests for issuing the same. Also, the system needs to have separate administrator access for library officials to update the availability of books, review book issue requests, and maintain a list of defaulters.

Additionally, it can also track the fine levied on unreturned or overdue books. It is also possible to add some more advanced features to the library management system, such as issuing ebooks and sending automated SMS notifications to students regarding the due dates for returning the books.

• A Library Management System with PHP and MySQL
• Library Management System
• Library Management System - Java
• LightLib Library Management System

6. Virtual Private Network

Type - Application Development, Data Security, Networking, Programming Expected Time to Complete - 5 to 8 days Level - Intermediate

• The project demands creating an application that allows users to convert their public network into a private network.
• The connection to the internet established using the VPN application will be encrypted, thus ensuring data exchange between the user and the server.

If you are interested in computer networks and the internet, creating a virtual private network (VPN) system would be something that is going to help you boost your knowledge and skills in this particular niche of computer science.

The VPN system proposed in this project will let users add a secure extension to their public networks. But first, you should know that there are two different approaches for creating a VPN, namely  IPSec (Internet Protocol Security) and SSL (Secure Socket Layer). Although both are good options, SSL is the better choice for developing a VPN.

The project will help you get familiar with various principles and technologies associated with computer networks such as authentication, public-key infrastructure (PKI), et cetera.

• Lethean VPN
• Neutron VPNaas
• Private Azure Kubernetes Service Cluster

7. e-Authentication System

Type - Authentication, Information Security, Programming, System Development Expected Time to Complete - 4 to 7 days Level - Intermediate

• In this project, the aim is to develop an e-Authentication system that uses QR code and One Time Password (OTP) to assess the user's authenticity.
• The e-Authentication system can be used to add an extra layer of security for users logging into their accounts on a website or application.

For any website or application where users can create and log in to their accounts, it is essential to rule out the possibility of unauthorized access. To accomplish the same, you can develop an e-Authentication system that uses QR code and OTP to ensure secure user login.

Once a user registers or creates an account on a website/app using a set of credentials, usually the email and password, the e-Authentication System will be put into work when the same user will log into their account.

After entering the email id and password for logging in, the user will then be asked to authenticate themselves using either a QR code or an OTP.

If the user selects and proceeds with the QR authentication method, a random QR code will be generated by the e-Authentication system and sent to the user’s registered email id. On the other hand, while opting for the OTP authentication method, the user will receive an OTP code on the registered email or phone number.

The user will only be logged into their account if they complete the authentication process initiated by the e-Authentication system.

• JWT (JSON Web Token Authentication for Laravel & Lumen)

8. Real-Time Web Search Engine

Type - AI, Machine Learning, Programming, Web Annotation Expected Time to Complete - 6 to 10 days Level - Master/Expert

• This project requires developing a web search engine that displays a list of web resources relevant to the user's search term.

If you have prior experience working on smaller or entry-level computer science projects and want to move a step further, then working on developing a web search engine is a good idea.

For crafting a search engine, you need to use web annotation to allow your search engine to access web pages and other online resources. Like a typical search engine, you need to provide a text box in which users can type their queries and hit the search button or hit enter to get relevant results.

The results displayed by the search engine needs to be arranged in the form of a list. Also, you can limit the number of search items displayed on a page to 10 or 15. This way, the search engine needs to have multiple search result pages.

For search suggestions and ensuring that the most relevant results are displayed, you can use AI and machine learning. However, incorporating such advanced technologies in your search engine will make the project more complex, more time-consuming, but yes, more fascinating too.

• RofiFtw (Rofi for the web)
• AskLawrence Search Engine & Screen
• Sociopedia Twitter Knowledge Engine
• Web Search Engine

9. Task Management Application

Type - Application Design, Application Development, Authentication, Database Management, Programming Expected Time to Complete - 5 to 9 days Level - Master/Expert

• To develop a dedicated task management app that allows users to
• Create personal profiles,
• Log in to their accounts securely with a proper authentication process,
• Add multiple tasks within the app,
• Manage multiple task lists, and
• Mark tasks as completed.

This is yet another project that will test your technical knowledge and coding skills to a greater extent. The task app needs to have an intuitive interface that will make it easier for users to interact with the app and manage their tasks.

The task app must allow users to create distinct accounts and start managing their everyday tasks effectively. A user's data should only be accessible to him/her, and an authentication system needs to be in place to safeguard the account from unauthorized access or accidental login.

As for the app, the user should add individual tasks or organize multiple tasks under a single task list. Also, the user should have the flexibility to create multiple task lists and manage several tasks altogether. Once completed, users can mark a task as completed.

For successfully developing the task, you need to have the knowledge and prior experience of working with full-stack development technologies such as MEAN stack (JavaScript) and LAMP stack.

• Pomo (Command-line application following the Pomodoro time management technique)
• Task Management Application using Vue.js

10. Chat App

Type - Application Development, Application Designing, Multi-thread Processing, Networking, Socket Programming Expected Time to Complete - 5 to 10 days Level - Master/Expert

• The project requires the development of a chat application that supports instant messaging.
• The chat app will allow users to create personal accounts from where they will send messages to other chat apps users.

The project is about developing a chat application using Python. Users can sign up to create their accounts and send instant text messages. The project largely focuses on utilizing concepts of socket programming and multi-thread processing.

The project is a little tricky to work with. You need to understand how sockets work and understand various principles related to computer networks.

You need to set up a server to handle user requests to connect and exchange messages in real-time. The chat app functionality can be extended by allowing users to exchange files along with normal text messages.

• Firebase Codelab: FriendlyChat
• WebSocket Chat
• Simple WebSockets Chat App

That wraps up our list of the best 10 computer science projects. Working on these projects will allow you to successfully prepare yourself for embarking on a professional journey in the lucrative field of computer science and IT or, at the very least, to assess your abilities in the same.

What’s important is that you gain something from these, which you will definitely, if you work on these computer science projects with pure dedication. If that’s done, then that fulfills the purpose of this write-up. Best of wishes! Stay safe, keep learning, and keep growing.

Computer science is a complex, interdisciplinary field of study. In addition to programming, web development, networking, et cetera, computer science succeeding also requires good mathematical abilities. Try these best computer science mathematics tutorials to enhance the same.

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2. Teaching a Computer to Recognize Cats

This tutorial will provide a high-level introduction to the field of machine learning. To get a sense of how machine learning work, we begin our tutorial with a simple example of how a computer can recognize cats from other animals. Along with this, we provide a python code for implementing the same.

This project is available at  Teaching a Computer to Recognise Cats .

3. Smart Receptionist With Smartlock System

In this project, we would be developing a security system using a Raspberry Pi that lets you see a visitor while your main office door is locked.

If you are in the middle of a meeting in a conference room and there is a visitor at the door, this system will send a notification to your smartphone with a photo of the visitor as an email. If you approve, you either use your mobile or PC to unlock the front door using a Web browser.

This project is available at Smart Receptionist With Smartlock System .

4. Suspicious Activity Tracking AI Camera

Tracking and detecting suspicious activity is one of the most demanding tasks for many security personnel and systems.

What if a smart camera can detect any suspicious activity and automatically trigger an alarm to call the police, then such criminal acts can be prevented.

Check the complete step-by-step guide to make this DIY AI Tracking Camera project .

5. Gesture Language Translator

Communicating with a specially challenged person who can’t speak or hear is quite difficult, especially when you don’t know sign language.

So to ease this problem, we build a Gesture Language Translator device that converts sign language into spoken language. This device is based on an ML model that can recognize the different sign language gestures for accurate translation.

Check the complete project details here Gesture Language Translator Project .

6. Web-based Application for Automatic Timetable Generation

The manual system of timetable preparation in colleges is very monotonous and time-consuming which results in either the same teachers ending up with more than one class at a time or a number of classes conflicting in the same classroom.

In order to deal with such problems, a mechanized system with a computer-aided timetable generator is designed.

Complete project details and tutorial is available at the automatic timetable generation .

7. Emotion-based Music Player

In this proposed system the facial expression extracted will generate a playlist automatically thereby reducing the effort and time involved in rendering the process manually. Testing of the system is done both on user-dependent (dynamic) and user-independent (static) datasets. The in-built camera captures the facial features.

This project is available at Emotion-based Music Player .

8. Library Management System in C++

The library management system automates the basic library functions to aid in the day-to-day operations of a library. It supports tasks like the issue, returns the basic functions of searching for a particular book, etc. It also maintains data about books, teachers, and students’ records that are required during various library operations.

The software aims to make the system user-friendly and efficient.

This project is available in Library Management System in C++ .

9. Distorted Fingerprint Verification System

Fingerprint matching is affected by non-linear distortion introduced in fingerprint impressions during the image acquisition process. The proposed system operates in three stages: alignment-based fingerprint matching, fuzzy clustering, and classifier framework.

To know more about this project, please visit the Distorted Fingerprint Verification System .

10. Creating A Chat Bot With Recast.AI

Chatbots, both voice-based and others, have been in use for quite a while now.

There are many platforms that enable users to create and deploy bots. Recast.AI (now known as SAP Conversational AI after its acquisition by SAP) is a forerunner among these.

We have covered the step-by-step guide to building a Chatbot at home .

11. DIY Student Information System

This student information system is developed using Java as the Front-end and MS Access Database integration. This system has all the object components in Java like buttons, text fields, radio buttons, combo boxes, lists, images, and a checkbox that you can refer to on how to use these components. This system can add, edit/update, delete, and search for a particular student.

To know more about this project, you can visit Student Information System .

12. DIY Examination Grading System

Computation, compilation, and grading of students’ results manually via some general-purpose software (off-shell packages) is time-consuming and prone to errors. These have also been factors contributing to students’ failure. Often delay is another factor.

This project is sought to encourage the use of customized computer packages and software applications which will improve accuracy in students’ results, grading, and academic performances.

This project is discussed here Examination Grading System .

13. Remote Electrocardiogram Monitoring based on the Internet

This is a real-time remote patient monitoring service through the world wide web (WWW). It allows physicians to monitor their patients on remote sites using a popular web browser.

This project is available at Remote Electrocardiogram monitoring .

14. Pedestrian Navigation based on 3D Map and Mobile Interaction

Next up on the list of computer engineering projects is the pedestrian navigation system. This is based on a 3D map and mobile interaction. Here, pedestrian navigation based on 3D maps describes the technologies required and their use situations.

Secondly, we compare the effectiveness of 2D and 3D maps for navigation by object search experiments under certain conditions. 3D maps with and without texture, display sizes corresponding to a mobile phone and PDA (Personal Digital Assistant).

This project is available at Pedestrian Navigation Based on 3D Map .

15. Image Steganography – Hiding Information in Images

This is one of the most interesting projects among computer engineering Projects. This project is developed for hiding information in any image file.

In this, the user will have to run the application and they will have two options, encrypt and decrypt. If a user selects encrypt, the application selects an image file, information file, and option to save the image file. If the user selects decrypt, the application gives the screen to select only the image file and asks for the path where the user wants to save the secret file.

This project is available at Image Steganography .

16. Training and Placement Cell – Computer Project

The training and placement cell contains all the information about the students. The system stores all the personal information of the students, like their personal details, their aggregate marks, their skill set, and their technical skills that are required in the CV to be sent to a company. The system is an online application that can be accessed throughout the organization and outside as well with proper login provided.

The complete project details are available in the Training and Placement Cell project .

17. Online Recruitment System – DIY Computer Project

The online Recruitment System will be responsible to automate all the working processes to reduce costs and save time. Recruiters will able to post their job and their type which will be displayed on the job seekers’ dashboard based on their job type and profile settings.

Recruiters will be able to search for employees based on qualifications and colleges, get their contact info, view their resumes, profiles, and even much more.

Selected job seekers will have to go through the recruitment process set by the recruiters such as a basic question round section, written examination using online exam mode, have private chat between recruiters and job seekers. Job seekers can able to search for jobs on the basis of various categories such as organization wise, using their skills, location wise, job type, etc.

This project is available on the Online Recruitment system .

18. Java-based Network Intrusion Detection System (IDS)

In this project, we designed and built an Intrusion Detection System (IDS) that implements pre-defined algorithms for identifying attacks over a network. The Java programming language is used to develop the system, and JPCap must be used to provide access to the winPcap. The packets in the network are captured online. The IDS are designed to provide the basic detection techniques to secure the systems present in the networks that are directly or indirectly connected to the internet.

To know more about this project, please go through Java Based Network Intrusion Detection System (IDS) .

19. Revenue Recovery System

This project benefits to the departments with greater transparency, convenience, timeliness, and responsiveness.

This software module generates various reports based on the revenue recovery collection entries. It also gives a graphical representation of the data and it stores and backup the data easily whereas unlike usual conventional methods. This software module also provides web-based dissemination.

This project is available in the Revenue Recovery system .

20. Secured Mail System

To provide security to the organizational data, an organization itself develops its own mailing system and the entire database resides at the organization’s head. The employees of that particular organization must communicate with the admin through this mailing system only.

As the database resides at the organizational head, he/she can check the database and the activities performed by the employees, and whenever an employee leaves the organization, the admin can know the information and the transactions done by him.

To know more about this project, please visit Secured Mail System .

This is the never-ending list……….

New ones always keep coming up, some from you, some from us and it may help most of the engineering students.

If you have any computer Science projects, we would welcome them in the comment section below.

For more computer engineering thesis ideas and projects, you can continue reading about interesting computer engineering projects .

Also, some cool DIY Electronics Engineering Projects might be eye-catching for you.

This article was first published on 29th April 2017 and was recently updated on 28 October 2022.

• Computer Engineering
• software projects

27 COMMENTS

Links to secure mail system and revenue recovery system appear to be dead. Kindly fix the links.

Thank you, we will update the article as soon as possible.

You are most welcome.

Is there any code for emotion based music player. If yes please provide me.

if you found or made it kindly send me too UMAIR AMJAD

Kindly elaborate your issue with the projects.

Give me some idea for Automatic time table generation technique

Which project will be best for beginners who know only C properly and a little bit PYTHON?????

Bar-code image generation library,

Hello there, this title above the link has damaged could you please help me for this?

Thank You John, the article is updated now.

all above project titles are so very good please try to send me the title:medical information system with full documentation and implementation on my Email

all tittle project grate information, thank you

i need codes of emotion music system . please update asap.

I need codes of emotion music system. Please send me as soon as.

Hi Salama, this project is published on another website. You can check the reference website for all the details.

Sir, can you give me some more project ideas which are unique and not very common.

Please check this page: https://www.electronicsforu.com/category/electronics-projects/software-projects-ideas

Hello am James , please may you help me with a IoT Project title

Kindly elaborate your query.

Am in need with any project title but it must be of IoT internet of things

Hi James, you can get top IoT project ideas here .

Any software engineering ideas for a master’s project please?

Pls share some of web security project titles.

Pl refer following links: https://www.electronicsforu.com/technology-trends/part-2-2-ensure-e-mail-security and https://www.electronicsforu.com/electronics-projects/software-projects-ideas/home-automation-and-security-using-iot-devices

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Computer and IT Engineering Projects

Computer engineering or CSE is a field of engineering that is concerned with computer software development and research. We provide the widest list of computer engineering projects for engineering students. ProjectIdeas has the widest variety of projects for computer science students. This page lists a variety of computer science projects ideas for students research and development. This page lists the best and latest innovative final year project topics for Computer engineering or Cse and other software engineering branches. This section lists various b tech final year projects for Computer engineering or cse along with be final year projects for Computer engineering or cse branch. These projects have been researched and compiled into a list to make it easy for students to choose their desired project topic for final year presentation. Get the widest list of Computer engineering or cse projects at ProjectIdeas. Browse through our list below to find your final year computer engineering project topics:

• Student Career And Personality Prediction Android Application
• Online Shopping Android Application
• Android Based Complaint Management System
• Disease Prediction Android Application using Machine Learning
• Android Password Based Remote Door Opener System Project
• Density Based Traffic Controlling System With Android Override
• Android Controlled Notice Board Project
• Android Based Home Automation System
• Home Appliance Control Using Android Application
• Robot Controlled By Android Application
• Android Controlled Remote AC Power Control
• Android Controlled Remote Password Security
• DC Motor Speed Control By Android
• Programmable Sequential Load Operation Controlled By Android Application Project
• Android Controlled Automobile
• Android Controlled Fire Fighter Robot
• Android Controlled Spy Robot With Night Vision Camera
• Android Military Spying & Bomb Disposal Robot
• Android Controlled Pick And Place Robotic Arm Vehicle Project
• Voice Controlled Robotic Vehicle
• Voice Based Notice Board Using Android
• Android Antenna Positioning System
• Android Circuit Breaker
• Android Controlled Wildlife Observation Robot
• Mobile Banking Project
• Bus Pass Android Project
• Driver Card With Qr Code Identification
• Mobile(location based) Advertisement System
• Hotel Reservation Android
• Student Attendance System By QR Scan
• WiFi Shopping Guide Project
• Mobile Quiz Through WiFi Project
• Android Merchant Application Using Qr
• Mobile Attendance System Project
• Tab Based Library Book Availability & Location Finder On Wifi
• Railway Tracking and Arrival Time Prediction
• Android Smart City Traveler
• Android Campus Portal With Graphical Reporting
• E Authentication System Using QR Code & OTP
• Card Payment Security Using RSA
• Android Based Parking Booking System
• Android Places Finder Project
• Grocery Shopping Android
• Android Joystick Application
• Geo Trends Classification Over Maps Android
• Android Graphical Information System
• Smart Android Graphical Password Strategy
• Android Sentence Framer Application
• Student Faculty Document Sharing Android Project
• Android Local Train Ticketing Project
• Android Pc Controller Using Wifi
• Vehicle Tracking Using Driver Mobile Gps Tracking
• Android Employee Tracker
• Android AI Diet Consultant
• Android Voting System
• Android Bluetooth Chat
• Android File Manager Application Project
• Voice Assistant For Visually Impaired
• Your Personal Nutritionist Using FatSecret API
• Android Text Encryption Using Various Algorithms
• Android Attendance System
• Android Graphical Image Password Project
• Android Based School Bus Tracking System
• Cooperative Housing Society Manager Project
• Advanced Intelligent Tourist Guide
• Intelligent Tourist Guide
• Online Pizza Ordering System
• Automated Payroll With GPS Tracking And Image Capture
• Android Smart Ticketing Using Rfid
• Restaurant Table Booking Android Application
• Child Monitoring System App
• Android Geo Fencing App Project
• Railway Ticket Booking System Using Qr Code
• Mobile Based Attendance System
• A Location- and Diversity-aware News Feed System for Mobile Users
• Design of a Secured E-voting System
• Shopping Application System With Near Field Communication (NFC) Based on Android
• Developing an Android based Learning Application for Mobile Devices
• Location Based Reminder Using GPS For Mobile
• Location Based Services using Android Mobile Operating System
• OCRAndroid: A Framework to Digitize Text Using Mobile Phones
• Mobile Phone Based Drunk Driving Detection
• Android based elimination of potholes
• A Personalized Mobile Search Engine
• Designing the Next Generation of Mobile Tourism Application based on Situation Awareness
• Vector-based Sentiment Analysis of Movie Reviews
• Using Tweets for single stock price prediction
• Recommendation based on user experiences
• Learning To Predict Dental Caries For Preschool Children
• Predicting air pollution level in a specific city
• Sentiment Analysis on Movie Reviews
• Predicting Soccer Results in the English Premier League
• Classifying Online User Behavior Using Contextual Data
• Extracting Word Relationships from Unstructured Data
• Bird Species Identification from an Image
• Predicting ground shaking intensities using DYFI data and estimating event terms to identify induced earthquakes
• Identifying Gender From Facial Features
• Analyzing Positional Play in Chess using Machine Learning
• PREDICTING HOSPITAL READMISSION SIN THE MEDICARE POPULATION
• Attribution of Contested and Anonymous Ancient Greek Works
• Object Detection for Semantic SLAM using Convolution Neural Networks
• Sentiment as a Predictor of Wikipedia Editor Activity
• Application of Neural Network In Handwriting Recognition
• Re-clustering of Constellations through Machine Learning
• Collaborative Filtering Recommender Systems
• Blowing up the Twittersphere: Predicting the Optimal Time to Tweet
• Recognition and Classification of Fast Food Images
• Predicting Heart Attacks
• E-Commerce Sales Prediction Using Listing Keywords
• Prediction and Classification of Cardiac Arrhythmia
• Sentiment Analysis for Hotel Reviews
• Mood Detection with Tweets
• 3D Scene Retrieval from Text with Semantic Parsing
• Parking Occupancy Prediction and Pattern Analysis
• Stock Trend Prediction with Technical Indicators using SVM
• Predicting Usefulness of Yelp Reviews
• Facial Keypoints Detection
• Multiclass Classifier Building with Amazon Data to Classify Customer Reviews into Product Categories
• An Energy Efficient Seizure Prediction Algorithm
• Classifier Comparisons On Credit Approval Prediction
• Automatic Number Plate Recognition System
• Practical Approximate k Nearest Neighbor Queries with Location and Query Privacy
• QUANTIFYING POLITICAL LEANING FROM TWEETS, RETWEETS, AND RETWEETERS
• Efficient Algorithms for Mining Top-K High Utility Itemsets
• Crowd sourcing for Top-K Query Processing over Uncertain Data
• Cyberbullying Detection based on Semantic-Enhanced Marginalized Denoising Auto-Encoder
• Mining Facets For Queries From Their Search Results
• Detecting Malicious Facebook Applications
• Sentiment Analysis of Top Colleges in India Using Twitter Data
• FiDoop: Parallel Mining of Frequent Itemsets Using MapReduce
• Workflow-Based Big Data Analytics in The Cloud Environment
• Modeling Urban Behavior by Mining Geotagged Social Data
• Human Speed Detection Project
• Media player Project
• Automatic Answer Checker
• Document checker and Corrector Project
• Student Attendance System by Barcode Scan
• Cursor Movement By Hand Gesture Project
• Look Based Media Player
• Face Recognition Attendance System
• AI Multi Agent Shopping System
• Advanced Mobile Store Php
• Banking Bot Project Php
• Book Recommendation System using Collaborative Filtering
• Real Estate Price Prediction
• Image Mining Project
• Smart Health consulting system
• Car Sales And Inventory Store Project
• Seo optimizer and suggester
• Farming Assistance Web Service
• Smart Health Consulting Project
• Banking Bot Project
• Detecting Data Leakage
• Medical Search Engine Project
• Artificial Intelligence Dietician
• The Cibil System Project
• Web Mining For Suspicious Keyword Prominence
• Customer Behaviour Prediction Using Web Usage Mining
• Web Server Log Analysis System
• Detecting E Banking Phishing Websites Using Associative Classification
• E Commerce Product Rating Based On Customer Review Mining
• Weather Forecasting Using Data Mining
• Opinion Mining For Restaurant Reviews
• Opinion Mining For Comment Sentiment Analysis
• Movie Success Prediction Using Data Mining
• Monitoring Suspicious Discussions On Online Forums Using Data Mining
• Web Data Mining To Detect Online Spread Of Terrorism
• Opinion Mining For Social Networking Site
• Website Evaluation Using Opinion Mining
• Employee Hourly Attendance By Barcode Scan
• User Web Access Records Mining For Business Intelligence
• Biomedical Data Mining For Web Page Relevance Checking
• Data Mining For Automated Personality Classification
• Real Estate Search Based On Data Mining
• Smart Health Prediction Using Data Mining
• Product Review Analysis For Genuine Rating
• Topic Detection Using Keyword Clustering
• Heart Disease Prediction Project
• College Enquiry Chat Bot
• Sentiment Based Movie Rating System
• Detecting Fraud Apps Using Sentiment Analysis
• TV Show Popularity Analysis Using Data Mining
• Cancer Prediction Using Data Mining
• Symptom Based Clinical Document Clustering by Matrix Factorization
• Using Data Mining To Improve Consumer Retailer Connectivity
• Smart Health Prediction Using Data Mining php
• Secure E Learning Using Data Mining Techniques
• Predicting User Behavior Through Sessions Web Mining
• Online Book Recommendation Using Collaborative Filtering
• Movie Success Prediction Using Data Mining PHP
• Detecting E Banking Phishing Using Associative Classification
• A Commodity Search System For Online Shopping Using Web Mining
• Evaluation of Academic Performance of Students with Fuzzy Logic
• Document Sentiment Analysis Using Opinion Mining
• Crime Rate Prediction Using K Means
• Secure Mining of Association Rules in Horizontally Distributed Databases
• Policy-by-Example for Online Social Networks.
• Web Usage Mining Using Improved Frequent Pattern Tree Algorithms
• An Efficient Certificateless Encryption for Secure Data Sharing in Public Clouds (Data Mining with cloud)
• Infrequent Weighted Itemset Mining Using Frequent Pattern Growth
• Reversible Data Hiding With Optimal Value Transfer
• Public auditing cloud data storage- bilinear pairing
• Optimization of Horizontal Aggregation in SQL by Using K-Means Clustering.
• Interpreting the Public Sentiment Variations on Twitter
• Product Aspect Ranking and Its Applications
• Supporting Privacy Protection in Personalized Web Search
• Keyword Query Routing
• Set Predicates in SQL: Enabling Set- Level Comparisons for Dynamically Formed Groups
• An Empirical Performance Evaluation of Relational Keyword Search Techniques
• Facilitating Document Annotation Using Content and Querying Value
• Context-Based Diversification for Keyword Queries Over XML Data
• Customizable Pointof- Interest Queries in Road Networks
• Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions
• Tweet Segmentation and Its Application to Named Entity Recognition
• Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model
• Polarity Consistency Checking for Domain Independent Sentiment Dictionaries
• RRW—A Robust and Reversible Watermarking Technique for Relational Data
• Typicality-Based Collaborative Filtering Recommendation
• Panda: Public Auditing for Shared Data with Efficient User Revocation in the Cloud
• Query Aware Determinization of Uncertain Objects
• Discovery of Ranking Fraud for Mobile Apps
• A Query Formulation Language for the data web
• Efficient and Discovery of Patterns in Sequence Data Sets.
• Mining Web Graphs for Recommendations.
• Improving Aggregate Recommendation Diversity Using Ranking-Based Techniques
• Predicting missing items in shopping cart using fast algorithm
• A Threshold-based Similarity Measure for Duplicate Detection
• Efficient Multi-dimensional Fuzzy Search for Personal Information Management Systems
• Enabling Multilevel Trust in Privacy Preserving Data Mining
• Slicing A New Approach to Privacy Preserving Data Publishing.
• Advance Mining of Temporal High Utility Itemset
• A Framework for Personal Mobile Commerce Pattern Mining and Prediction
• Investigation and Analysis of New Approach of Intelligent Semantic Web Search Engines
• Sequential Anomaly Detection in the Presence of Noise and Limited Feedback
• Clustering Methods in Data Mining with its Applications in High Education
• A Novel Algorithm for Automatic Document Clustering
• Efficient Map/Reduce-based DBSCAN Algorithm with Optimized Data Partition
• Dynamic Personalized Recommendation on Sparse Data
• Efficient Algorithms for Mining High Utility Itemsets from Transactional Databases
• Sensitive Label Privacy Protection on Social Network Data
• Privacy against Aggregate Knowledge Attacks
• Adapting a Ranking Model for Domain-Specific Search
• Efficient Similarity Search over Encrypted Data
• A Bayesian Approach to Filtering Junk E-Mail
• Opinion Mining for web search
• Distributed Association rule mining : Market basket Analysis
• web usage mining using apriori
• Sales & Inventory Prediction using Data Mining
• Hiding Sensitive Association Rule for Privacy Preservation
• Effective Pattern Discovery for Text Mining
• Medical Disease diagnosis using Data Mining
• Graphical Password By Image Segmentation
• Video Surveillance Project
• Secure Lab Access Using Card Scanner Plus Face Recognition
• Expression Identification Using Image Processing
• Semisupervised Biased Maximum Margin Analysis for Interactive Image Retrieval.
• Automatic image equalization and contrast enhancement using Gaussian mixture
• Scalable Face Image Retrieval using Attribute-Enhanced Sparse Codewords
• An effective image steganalysis method based on neighborhood information of pixels
• Automatic Plant Leaf Classification for a Mobile Field Guide
• Secure And Authenticated Reversible Data Hiding In Encrypted Images
• An extended visual cryptography scheme without pixel expansion for halftone images
• A Secret-Sharing-Based Method for Authentication of Grayscale Document Images via the Use of the PNG
• Robust Face-Name Graph Matching for Movie Character Identification
• A DYMANIC METHOD TO SECURE CONFIDENTIAL DATA USING SIGNCRYPTION WITH STEGANOGRAPHY
• Mitigating of fire based disaster using IP
• A Novel Data Embedding Method Using Adaptive Pixel Pair Matching
• A Keyless Approach to Image Encryption
• N-Square Approach For Lossless Image Compression And Decompression
• An Efficient Real Time Moving Object Detection Method for Video Surveillance System
• Image Authentication and Restoration using BlockWise Fragile Watermarking based on k-Medoids Clustering Approach
• A robust skew detection method based on maximum gradient difference and R-signature
• Image-based object detection under varying illumination in environments with specular surfaces
• A New Block Compressive Sensing to Control the Number of Measurements
• Secure Authentication using Image Processing and Visual Cryptography for Banking Applications
• Lossless image compression based on data folding
• A chaotic system based fragile watermarking scheme for image tamper detection
• Linear distance coding for image classification
• Security Enhancement Scheme for Image Steganography using S-DES Technique
• Robust Watermarking of Compressed and Encrypted JPEG2000 Images
• Image compression and decompression using adaptive interpolation
• Web Based Crime Prediction
• Web Based Health Monitoring
• Web Based E-commerce
• Personality Prediction System Through CV Analysis
• Employee Timesheet Management System
• Web Based Student Attendance System
• Web Based Bus Booking System
• Intelligent Tutoring System for Enhancing E-Learning
• Online Voting System
• Web based Student Performance Analysis
• Web based Expense Tracking System
• Real Estate Booking
• Festival Calendar System with Business Promotion
• Cargo Booking Software
• LED display generator project
• Advanced Mobile Store
• Web Server to Client communication for web usage data analysis
• Camera Motion Sensing Project
• Network Based Stock Price System
• Matrimonial Portal Project
• On Demand Remote PC Monitoring system Through Internet
• Online AI Shopping With M-Wallet System
• Military Access Using Card Scanning With OTP
• Secure ATM Using Card Scanning Plus OTP
• Webpage Ranking Search Engine With Seo Suggester
• Collective Face Detection Project
• College automation project
• Online Election System Project
• Automated Attendance System
• Criminal Investigation Tracker with Suspect Prediction
• Automated College Timetable Generator
• Secure Remote Communication Using DES Algorithm
• Remote Java 2 Dotnet Communication Application
• Internet Based Live Courier Tracking And Delivery System
• Active Chat Monitoring and Suspicious Chat Detection over Internet
• Credit Card Fraud Detection
• Distributed Dealership Network Analyzer and Sales Monitor
• E Healthcare – Online Consultation And Medical Subscription
• Intelligent PC Location Tracking System
• Remote User Recognition And Access Provision
• Wireless Indoor Positioning System
• Web Agent For Learning Content Updating
• PC Configuration Retrieval System on Online Server
• Fingerprint Voting System Project
• Sentiment Analysis for Product Rating
• Fake Product Review Monitoring And Removal For Genuine Online Product Reviews Using Opinion Mining
• Student Grade Prediction Using C4.5 Decision Tree
• Graphical Password To Avoid Shoulder Surfing
• Periodic Census With Graphical Representation
• Content Summary Generation Using NLP
• Image Steganography With 3 Way Encryption
• ERP System For Institutes
• Stream Analysis For Career Choice Aptitude Tests
• Engineering College Automation and Scheduling System
• Efficient Doctor Patient Portal
• Bus Pass with Barcode Card scan
• Bus Pass with webcam Scan
• Online Printed T-Shirt Designing
• Online Visiting Card Creation Project
• Online Ebook Maker Project
• Class Management System Project
• Canteen Automation System
• Organizational Procurement Management System
• Detecting Phishing Websites Using Machine Learning
• Preventing Phishing Attack On Voting System Using Visual Cryptography
• Search Engine Using Web Annotation
• Secure File Storage On Cloud Using Hybrid Cryptography
• Image Character Recognition Using Signal & Pattern Analysis
• Implementing Triple DES With OTP
• Online user Behavior Analysis On Graphical Model
• HR Attendance System Using RFID
• HR Management System
• Inter college Event Management System
• Price Negotiator Ecommerce ChatBot System
• Sports Events Management Platform for Colleges
• Cooking Recipe Rating Based On Sentiment Analysis
• Social Media Community Using Optimized Clustering Algorithm
• ATM Detail Security Using Image Steganography
• Image Steganography Using Kmeans & Encryption
• Image Encryption For Secure Internet Transfer
• Question paper generator system
• Traffic Signal: Management & Control System
• Data Duplication Removal Using File Checksum
• High Security Encryption Using AES & Visual Cryptography
• A New Hybrid Technique For Data Encryption
• Smart Cab System Using Barcode Scan
• Exam Cell Automation System
• Warehouse Management System
• Unique User Identification Across Multiple Social Networks
• Bikers Portal
• Secure Electronic Fund Transfer Over Internet Using DES
• Improved Data Leakage Detection
• Sending a secure message over a network to a remote site
• Secure Data Transfer Over Internet Using Image Steganography
• AI Desktop Partner
• Data Standardization Using Hidden Markov Model
• Encryption & Decryption Using Deffie Hellman Algorithm
• Secure Backup Software System
• Twitter Trend Analysis Using Latent Dirichlet Allocation
• Financial Status Analysis Using Credit Score Rating
• E Banking Log System
• Student Information Chatbot Project
• Efficient Doctor Patient
• Sentiment Analysis For Product Rating
• Automatic Time Table Generator php
• College Admission Predictor PHP
• College Social Network
• CRM For Internet Service Provider
• Customer Focused Ecommerce Site With AI Bot
• ERP System For College Management PHP
• Monitoring Suspicious Discussions On Online Forums PHP
• Fake Product Review Monitoring & Removal For Genuine Ratings PHP
• Secure Online Auction System
• School Security System (SSS) using RFID
• Filtering political sentiment in social media from textual information
• Car Comparison System Project
• Salon management System Php
• Cricket Club Management Project
• Online Blood Bank Project PHP
• Campus Recruitment System php
• Online Election System Project Php
• The Cibil System Project Php
• Software Piracy Protection Project Php
• Online Diagnostic Lab Reporting System Php
• Online Loan Application & Verification System
• Sentiment Based Movie Rating System Php
• Online Herbs Shopping Project
• Online Bakery Shop System
• Daily Expense Tracker System
• Course Material Distribution System
• Credit Card Fraud Detection Project Php
• Online Furniture Shop Project Php
• Computer Assembly Website Php
• Access Control Mechanisms for Outsourced Data in Cloud
• Building Confidential and Efficient Query Services in the Cloud with RASP Data Perturbation
• Balancing Performance, Accuracy, and Precision for Secure Cloud Transactions
• Secure Data Retrieval for Decentralized Disruption-Tolerant Military Networks
• Generating Searchable Public-Key Ciphertexts with Hidden Structures for Fast Keyword Search
• Identity-Based Distributed Provable Data Possession in Multicloud Storage
• Control Cloud Data Access Privilege and Anonymity with Fully Anonymous Attribute-Based Encryption
• Learn to Personalized Image Search from the Photo Sharing Websites
• Privacy-Preserving Updates to Anonymous and Confidential Databases
• The Geometric Efficient Matching Algorithm for Firewalls
• In Cloud, Can Scientific Communities Benefit from the Economies of Scale?
• A NOVEL ANTI PHISHING FRAMEWORK BASED ON VISUAL CRYPTOGRAPHY
• Balancing the Tradeoffs between Query Delay and Data Availability in MANETs.
• SPOC: A Secure and Privacy-preserving Opportunistic Computing Framework for Mobile-Healthcare Emerge
• Cooperative Provable Data Possession for Integrity Verification in Multi-Cloud Storage.
• CloudProtect: Managing Data Privacy in Cloud Applications
• A Secured Cost-effective Multi-Cloud Storage in Cloud Computing.
• Ensuring Data Storage Security in Cloud Computing
• Developing Secure Social Healthcare System over the Cloud
• Cloud Data Protection for the Masses
• Dynamic Bandwidth Allocation in Cloud Computing
• DEFENSES AGAINST LARGE SCALE ONLINE PASSWORD GUESSING ATTACKS BY USING PERSUASIVE CLICK POINTS
• Efficient Privacy-Preserving Range Queries over Encrypted Data in Cloud Computing
• An Algorithm to Automatically Generate Schedule for School Lectures Using a Heuristic Approach
• A Mixed Reality Virtual Clothes Try-On System
• Knowledge Management System
• Data leakage Detection
• A Secure and Dynamic Multi-keyword Ranked Search Scheme over Encrypted Cloud Data
• Fuzzy Keyword Search over Encrypted Data in Cloud Computing