If anyone have a significant effect on the project which they had chosen for their final year graduation, it’s the only thing that matters for a job or further education in any IT-related industry. Project work demonstrates the depth of knowledge and some soft skills, such as creativity and problem-solving. The final year Projects will also improve your interview prospects. Therefore, it is necessary and mandatory for students to complete a project in their final year of graduation.
The computer science discipline is still a very popular field of study today. It brings out various applications that stretch out a wide range. More often than not, final year students find it quite devastating to choose the right computer science project.
This article provides you with top computer science project ideas that you can implement in your final year.
Top Final Year Computer Science Project Ideas
Web Scraping Using Beautiful Soup
Web scraping, also known as Web crawling, scans a collection of web pages to extract raw data from the web. Beautiful Soup is a Python package for parsing HTML and XML documents and extracting data from them. As computer science engineers, you can use Beautiful Soup for web scraping to collect data from web pages and store it in various formats for analysis and decision making.
OpenCV Face Detection
This project aims to detect an object of interest, such as a human face, in real-time and keep track of the same object. This project can be build by using Python and OpenCV. OpenCV means Open Source Computer Vision Library which is primarily a library of programming functions aimed at real-time computer vision. It identifies the features and patterns on a human face to detect where ears, eyes, nose, and other parts are located.
Wireless Sound Control
This Project idea provides a contactless experience to the users while controlling the system volume. This model can be build using the python libraries such as OpenCV, Pycaw, TensorFlow, etc. By using MediaPipe this model can control our system volume by hand gestures.
Image Processing Using Python
Python is a versatile programming language that can be used for a wide range of applications. One area where Python is particularly useful is in image processing. For implementing this project you could use Python to develop algorithms that improve the quality of images or that help identify objects in images. This could have applications in areas like security or medicine.
SMS Spam Filtering
Short Message Service or SMS is one of the most widely used communication services. You often receive spam messages that include advertisements, free services, awards, promotions, etc. By using TensorFlow and Deep learning algorithms you can create spam detector model. Deep neural networks such as Recurrent neural networks and LSTMs can predict the spam short text messages with close to 99% accuracy.
Library Management System
The main aim of this project is to provide an easy way to handle and automate the library management system. It also provides features and an interface for maintaining librarians’ records, students’ history of issues, and fines. For the development of this project you need to create two modules – a user module and an admin module. These modules will have information about new user registration, the student login, issue date, return date, etc. For implementing this project you can use java programming language, MySQL, Net beans IDE, and PhpMyAdmin to handle server-side queries, if any, easily.
Online Auction System
This is another popular project idea to build an online auction system. This can be used to sell products or services online. The system would need to include features such as bidding, payments, and shipping. It would also need to be secure so that only authorized users can access the auction site.
Crime Rate Prediction
The idea involves building a system that can predict crime rates in different areas. For implementing the system need to input data such as population density, unemployment rate, and average income. It would then use this data to generate predictions for crime rates in different areas. For developing this project you need to have a deep awareness of statistical modeling and machine learning algorithms.
Advanced Reliable Real Estate Portal
There are still many challenges with buying and selling property online. For example, it can be difficult to verify the accuracy of listings, and there is often a lack of transparency around fees. As a computer science student, it is a great idea to create a more reliable and transparent real estate portal that helps buyers and sellers connect with each other. This could probably restructure the way people buy and sell property, making it simpler and more efficient.
This idea is quite an interesting one. This system would be used to authenticate users and provide them with access to secure online services. For implementing you need to develop a database of user information, as well as a mechanism for authenticating users. It would be a great idea for students who are interested in authentication and security. It also offers an opportunity to learn database and web development.
Online e-book Maker
This focuses on developing a web-based application that can be used to create eBooks. Users will be able to design and create eBooks for free using online eBook maker. The application would need to allow users to input text, images, and videos into the eBook maker. There are two modules in this system. Admin login and author login. The admin can receive requests from users (writers), verify and validate their information, assess completed eBooks, and handle the request by sending eBooks to the authors. The author login can be used to sign up for the system. For implementing this project, students need to have a knowledge of web development and design principles.
Restaurant Booking Website
This would be great project idea to develop a restaurant booking website. This type of website would allow users to search for restaurants by location, cuisine, price range, etc. To make your project outstanding you need to focus on making the booking process as smooth and seamless as possible.
Android Smart City Travelling Project
The idea is to develop an Android app that helps users to find the fastest route to their destination based on real-time traffic data. With the arise of smart cities there is an increasing demand for apps that make easy to travel around. The implementation of this project could potentially help reduce traffic congestion in cities and make it easier for people to get where they need to go.
Cloud Computing for Rural Banking Project
This project aims to provide an efficient and secure banking system for rural areas using cloud computing technology. The project includes the development of a web-based application that will allow users to access their accounts and perform transactions online. The application will be hosted on a remote server and will be accessible from any location with an internet connection. The project will also include the development of a mobile app for users to access their accounts on their smartphones.
Detection of Credit Card Fraud System
Nowadays credit card fraud has become a major problem because of increasing online shopping and transactions. You can solve this problem by using your computer science knowledge by developing a system that can detect fraudulent activity. For developing the system you need to analyze data from credit card transactions and look for patterns that indicate fraud. Once you have developed your system, it can be easily used by businesses to prevent fraudulent transactions from taking place.
Student Attendance by using Fingerprint Reader
Taking attendance in class is often a time-consuming process, especially in larger classes. As a computer science student, you can develop a fingerprint reader system that automates the attendance-taking process. This project will require you to design and implement software that can read fingerprints and then compare them against a database of students’ fingerprints. Once the match is made, the student’s name will be added to the attendance list automatically.
Heart Disease Prediction
One of the leading cause of death worldwide is the heart disease. Many of the heart diseases can be effectively cured by early detection. So as computer science student, you can develop a system that predicts the likelihood of someone developing heart disease based on their medical history and other risk factors. For developing this project you need to collect data from medical records of the patients and then use machine learning algorithms to develop your prediction system.
This app is a mental health tracker built using Flutter and FIrebase. Taking care of ones mental health might help ones capacity to appreciate life. Many people who suffer from mental health issues are unaware that their problems are caused by untreated illness. This is the first step towards finding a solution that works for everyone. In this project you will create a user friendly mental health tracker to determine if they are suffering and offer methods for them to get rid off from their current situation.
Gym Workout Progress Tracker
It is designed to track the workout activity of the individual automatically. It calculates the number of reps and calories burned during the workout. The basic skill need to implement this project is database and web development. The project can be developed using java and python.
Mobile Wallet With Merchant Payment
The main goal 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 modules to build this app. An Android application for merchants that can scan the QR code and the other part for the consumer for generating the QR Code. The front end uses Android Studio, and the back end uses SQL Server. This system functions like this – when merchants scan the QR code generated by the app, the desired amount is transferred into their wallet which is easily transferable into their bank accounts. As for the consumers, they need to add money to their wallets 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.
Android Battery Saver
Everyone carries a smartphone these days. The swift battery draining of smartphones is an issue faced by every Android phone user. An Android battery saver can help in analyzing the apps that are draining the battery. The battery saver makes a consolidated list of apps running, battery percentage, and active time of the phone. It can also have an alarm to close the apps that are consuming too much battery life. This app can have the following features:
- Optimizes battery usage by closing background apps and disabling unnecessary features
- User-friendly interface
- Real-time information about battery usage
- Schedule automatic optimization at specific times of the day
- Automatic “Power saving mode.”
The technology required to learn to implement this project are
- Java or Kotlin
- Android Studio
- Android SDK and libraries
- Android’s battery management system
Which project is considered the best for CSE students?
Real-world-problem solving projects are considered the best for CSE students as they offer hands-on experience in solving real-world problems using Technology.
Why final year project is important?
Final-year project topics for computer engineering are essential as it allows students to apply the knowledge and skills they have learned throughout their studies to a real-world problem, and it also serves as an opportunity to showcase their abilities to potential employers.