When it comes to a better future, you must complete your graduation with flying colors. It doesn’t only mean high CGPAs, but what skill-set you are gaining. When you are in college for three or four years, the first 2-3 years are the only study about theoretical aspects of your field.
But when you are in your final year, you will suddenly get the most exciting part of your course. You have to get your hands dirty to submit a final year project about a topic that is essential in real life. You have to write a detailed report or thesis about your project, which will be based on your Institution and Course curriculum.
Mainly in the last semester, you have to submit a proposal about your project, and if your proposal is accepted, you have to start building your project. What do you need for that?
- Alignment with the curriculum
- Basic use in real life
Final year projects are very crucial for the students. Creating the best project to stand out from everyone else is a one-and-all competition. This last project will provide a basic understanding of real-world work in real-time. You will face real challenges, and this process will build a strong foundation for your future.
The project will test some of your fundamental qualities, such as.
- Understanding of the subject
- Ability to comprehend the real-world problems
- Making a good decision
- Solving real and unthinkable problems
- Working with a deadline
- Limited resources
- Making daily progress
- Transforming ideas into real projects
- Developing professional ethics into behavior
- Writing an excellent thesis/report.
These are some of the critical qualities you will develop while building your project, and trust me; it will be a boon for you all.
There are numerous engineering fields, but today we will focus on BE (Computer Science). All these topics in the list will somehow give you a glimpse of the project you can build. It is not exhaustive, rather than just for the sake of introduction.
Now you may feel- Why only 67 topics? We wanted to list 40+ final-year projects, but we could not resist including more exciting project ideas.
So, if you are looking for some of the best final year projects that will make you ready for the professional world, develop creative intelligence, good communication skills, understand the ideas, and bring them into the real world, then this is the right article for you.
Highly curated projects
We have divided these topics into some broad categories for your convenience. Let’s give it a look.
- Artificial Intelligence (AI)
- Java Projects
- Web Development Projects
- Python Projects
- IOS-based projects
- Android Based projects
- Matlab projects
- BlockChain projects
- Data mining Projects
- Embedded Projects
1. Artificial Intelligence (AI)
TV Show Popularity Analysis Using Data Mining-
TV reality shows are now on-demand. Instead of daily soaps, people encourage reality shows more. It is a project that will display viewers’ sentiments, i.e., it will store people’s comments to rate the show. In an Excel sheet, entries will be entered containing the viewer’s name, gender, location, and comment. Depending on the comments, the popularity of the TV show will be rated. The system can only be accessed by the Admin, who will have the authority to maintain the Excel sheet. Based on good and bad comments, the system will automatically generate a graph. Visitors of the system will view the graph and see the top-rated show of the country.
College Enquiry Chatbot-
This project can be made using Artificial Intelligence. The chatbot will answer the user based on their query. It is a beneficial project for students. Students can ask any question related to college activities, and the bot will answer each of them. Due to the AI system, the answers will seem like a real person-to-person conversation. It is very convenient because instead of going to the college office and asking everything, students will put their queries on a chatbox and get their answers. The user has to register them and log in to ask questions. It will help the students to remain updated about the college easily.
AI Desktop Partner-
This project is based on Real Life Person Imitation (RLPI) system designed in 2013 to create a real-time chatting session for users. This system can be designed using Artificial Intelligence. Due to the AI system, the chatting session will feel like a real person-to-person conversation. The algorithm contains a limited dictionary; however, you can make it more interesting by adding more words. This project was designed so that you can talk to someone while you are bored. You can customize it at your convenience to make it more exciting.
Personality Prediction System through CV Analysis-
This project creates an effective way to select a candidate for a job. The candidates have to register themselves, upload their CVs, and apply for the job. If selected by the company, they can appear for the exam. After completing the online test, they can also view their scores. This system will help the HR department choose a suitable candidate as it will rank the candidates based on their experience and key skills required for the particular job. It will ensure a fair and eligible ranking of the candidates.
Stream Analysis For Career Choice Aptitude Tests-
This system is designed for students confused about their study field. There will be online IQ tests. Students can appear for the first set, and after they have scored good marks in a specific stream, the system will prepare difficult questions for that particular field. After completing the entire test, the system will suggest a suitable stream for the student. The system will have two users.
The first user will be the Admin who can add/delete or change questions, set cutoff marks, and change allotted time, and the second user will be the students who can register themselves and appear for the test. This project is designed for the convenience of students to choose their stream and for the invigilators who find it hard to check the hard copy of answer sheets. The result of the students will be stored in a database, and students can check their scores in an Excel sheet.
Online Assignment Plagiarism Checker Project using Data Mining-
This plagiarism checker is designed for students to check the content of their assignments. Plagiarism means writing your content in someone’s words which compromises the quality of the content. The system checks for plagiarism by checking each word and the paraphrases. This checker will help students to provide error-free assignments. In this system, students will have to register themselves. Once the account is created, students will log into their account, upload their files and check for plagiarism. It will store the data, and after logging into their account, students can also view their previous file data.
Weather Reporting System-
This project is an efficient one for reporting the weather. This system uses a temperature sensor, humidity sensor, and rain sensor to monitor the weather and provide live updates. Other than connecting with any weather forecasting agency, this system will directly monitor the weather and send the data to a microcontroller to further process the data and provide live weather updates. Users can also set alerts for any particular instance, and the system will update them at that instance. You can further modify it as per your choice to make it more interesting.
Home Automation System-
This project will create an efficient way to control your home appliances over the internet. Nowadays, technology has taken over, and we have almost everything in the form of smart devices. The Internet of Things (IoT) is a way of controlling hardware devices through the internet. Thus, it is the best way to control home appliances. This system will require an AVR family microcontroller. The microcontroller has a Wi-Fi modem for processing the user commands. It will also have an LCD. Relays will be used to switch loads, and the entire system will require a 12V transformer. After receiving user commands, the microcontroller will process those instructions and display the status on the LCD. This way, you can control all your home gadgets.
Face Recognition Bot-
This is a security-based project that you can create using IOT. You can create a bot that will identify the faces of people who have registered to open the door. It will require a Raspberry Pi that will contain a face recognition algorithm. You need to register people’s faces to store them in the cloud. When any person arrives at the door, the camera captures the picture and sends the data to the user-controlled remote through the cloud. If the person is known, the LED on the users remote will turn green, and the door will automatically open. However, if there is a stranger, the LED will turn red, and the system will send the stranger’s picture to the user’s Gmail ID. It is a very controlled and efficient way to protect your home. You can customize it at your convenience to make it more exciting.
Smart Garage Door-
Since technology has taken over everything, why open doors manually? We have brought you an efficient way of opening your garage door. This project uses the Internet of Things (IoT) to create a smart garage door. You will require a Raspberry Pi that contains an operating system and can connect to the internet. Connect the mechanism’s output to the relay that will display the result through the LED of the user-controlled remote. Once you send the command through the remote to the webpage, the webserver will forward the command to the Raspberry Pi, which will process the data through the controller. Now, if you click on open, the garage door will open, and when clicked on close, it will close.
Smart Alarm Clock-
This project is about creating an alarm clock using the Internet of Things (IoT) so that you can operate it through the internet. It will require a Raspberry Pi to work. You need to install audio files and LED displays for better results. This system can be operated using an app. You can also set the alarm using your mobile, laptop, or any other computer network in your home. You can also change the music of the alarm. Furthermore, you can modify this project by adding more features to it to make it more interesting.
Air Pollution Monitoring System-
In this project, we have created a system to monitor air pollution and provide output over the internet. The processor used is Arduino here. The system will monitor the Air Quality over the internet and show the data in PPM. You can also customize it by setting the alarm so that when the air quality goes down beyond a certain level, i.e., the amount of harmful gases present in the atmosphere is more; it will trigger an alarm on your device. MQ135 sensor is used here to monitor the air quality. You can see the result from any mobile or laptop over the internet. You can also install this device anywhere so that when the air quality gets compromised, it will trigger any device, such as a switch on the exhaust fan or send a message or any other signal to the user.
Smart Parking System-
This project is based on IOT that sends you a message on space availability in any parking lot. This system will contain a sensor that will measure the distance, send the data to the microcontroller, store it in the cloud, and be further accessible by the user. In this project, we have set the sensor to detect the distance from the bottom, i.e., the signal will send a “free space” alert if the space above 50 cm is free. However, the signal sent will be “occupied” if the space between 10-50 cm is free. The driver can see the update via the website from any device. You can further modify it at your convenience.
Smart Traffic Management System-
We created this project to minimize traffic in the city and provide data about traffic violators. IOT is used here for an advanced tracking system of vehicles in real time. Sensors and cameras need to be placed on all the roads. The sensors will detect the number of vehicles and update it on the application of the user end. In this way, people can identify clear roads for any emergency. In case of any traffic violation, the camera will capture the image, and the sensor will detect the vehicle’s number plate. All this data will be uploaded to the cloud to access it through the internet. You can add more features to make it more advanced as per requirements.
Smart Gas Leakage Detector Bot-
Gas leakage is a huge threat to accidents. In this technology-savvy generation, we have developed a system that will sense any gas leakage and update it in real time. This project is about creating a bot that will move through the gas pipe to detect any leakage. Since it is impossible to place a bot in all sections of the pipe, we have created a movable bot. The bot will contain a sensor that will detect any gas leak and instantly transmit the leakage location to the user end. IOTgecko is used here to receive and display leakage alerts and the location. Thus, we have a fully automated system to detect any gas leakage.
Streetlight Monitoring System-
This project is also based on IOT for advanced streetlight monitoring. The system contains a sensor that detects the external lighting and adjusts the intensity of the streetlight as per requirement. It can also estimate power consumption and send the data to the monitoring system to assume the monthly cost. This system also has a load detector that will detect any fault on the lights and, if found any, will immediately update the monitoring system so that the user can fix it.
Smart Anti-Theft System-
This project is created to protect your homes from any theft in your absence. The existing anti-theft systems could be blocked by hiding behind objects or simply by disabling them. Thus, we have used an anti-theft flooring system so that the movement is detected. IOT is used so that the processing can take place through the internet, which would be convenient. We have used Raspberry Pi here. Once any movement on the floor is detected, the sensor will send the signal to the Raspberry Pi controller, which will further move the camera to the sensed location and transmit the signal to the house owner through captured image over the internet. This way, you can keep your home safe in an advanced way.
Liquid Level Monitoring System-
Monitoring liquid levels is very important in the industrial process. Mainly when it comes to different chemicals involved, it is necessary to monitor liquid levels to avoid overflow. This project is designed to monitor tanks, wells, ponds, etc. The IOT-based liquid level monitoring system allows the user to monitor the level over the internet. You can also use different sensors such as conductive, capacitance, ultrasonic, float sensors, etc. In this project, we have used float sensors kept on the surface of the container.
Arduino will read the level from the sensors and send the reading to the webpage. The level of the liquid is displayed on the LCD in percentage for the user. The entire system will operate with a 12V transformer. You can set the minimum level so that the floating sensor will measure the distance and send the signal to the user when the liquid level goes beyond that limit. The monitoring can be done from anywhere in real-time due to IoT.
Health Monitoring System-
Monitoring health has been an important thing. Patients often die due to untimely treatment; thus, a real-time IOT health monitoring system is the need of the hour. The only goal of this project is the independent and personal care of every patient. This system contains a sensor, microcontroller, and a Wi-Fi modem. The sensor will detect the temperature, heart rate, ECG, blood pressure, and SPO2 of the patient and send the data over Wi-Fi to the monitoring system that can be accessed by the application on the Doctor’s mobile.
Additionally, the user can set a threshold level for all the parameters. If any of the parameters exceed that level, the system will send a quick emergency message to the Doctor. You can make it more advanced by adding more features.
Smart Irrigation System-
Uneven irrigation of crops leads to compromised quality and thus farmers’ financial losses. We have created a real-time IOT-based smart irrigation system project to keep track of each corner of the land. The system contains a sensor that will sense the moisture of the crops and automatically sprinkle water on them. The system will also send data over the internet to monitor the land and the crops in real time. Different crops require different soil moisture, temperature, and humidity. We have set the limit of soil moisture to 50-55%. If the sensor detects the soil moisture to be less than 50%, the water pump will automatically start sprinkling water. Once the moisture level goes above 55%, it will stop sprinkling water. You can also make it more advanced by including features such as emergency alerts and rain alarms.
Flood Detection System-
Floods can cause loss of property damage and human lives. Thus, we need an IOT-based flood detection system to track the level of water and get an emergency alarm before the disaster. This system has a Wi-Fi modem to collect data over the internet from any place. It also has different sensors for different parameters such as temperature, humidity, water level, and low level. For the detection of humidity and temperature, we have used the DHT11 Digital Temperature Humidity sensor. The float sensor detects the water level, and the flow sensor detects the flow of water. These are connected to Arduino, which stores data in the cloud and sends it over Wi-Fi to the monitoring system. The threshold level can be set for all the parameters. Once the sensors detect the level going below the threshold level, it will send a signal to the controller, further alerting the user.
Mining Worker Safety Helmet-
Technology has taken over everything; thus, we should also use it to protect human lives. We have come up with a project to help mining workers as the underground environment is very unsafe. The safety helmet has a microcontroller-based circuit and is made using IOT so that updates can be seen over the internet. We have used RF-based circuitry, which will detect the movements of the worker. In this way, the user on the monitoring site will keep track of each of the workers on the mining site. The helmet nodes will transmit the data to the monitoring screen. The helmet also has an emergency button which, when pressed, sends an emergency alert to the user that will signal emergency extraction of the worker in case of any gas inhalation, physical injury,
3. Java Projects
Text Editor Projects in Java-
You can create as simple as a text editor in Java. You can edit text files in the editor. This project has functionalities like opening a text file and saving a text file. You can add extra features such as string searching, font colors, and various options such as copy, cut, and paste. JavaSwing is used here as it offers a manageable GUI.
Google Search Engine Filter Project in Java-
Search Engine provides required information as per query entered by a user. It will provide the information in the form of a link, and the user can choose the appropriate link. Using Java, you can create a search engine filter that will work in real-time. It will go through various web pages by keywords entered by the user and make n appropriate list. We have used a ranking algorithm so that the best-matched result is provided to the user. You can add more filters to make it more advanced.
Currency Converter Project in Java-
This project is created using Swing in Java. We have only included the conversion of Dollars to INR. However, you can add more conversion fields. First, two buttons are created named ‘Dollars’ and ‘Rupees’. Then the components are set according to their bounds. Then two text fields are created to get values from the user. Further, a mathematical library is used to perform the conversion operation. You can add more features as per your requirements.
Advanced Calculator Project in Java-
An advanced calculator is an important thing for any engineering student. So, we have come up with an advanced calculator made in Java using Swing. Along with basic functions, we have added features such as trigonometric functions, logarithms, powers, etc. We have used all the required mathematical libraries of Java for the operations. You can further customize it as per your requirements.
Authentication Projects in Java-
This project is made using Java to manage users’ login credentials. Only the administrator of this system will be able to access it. We have developed this project to reduce the manual work of managing usernames and passwords. This system will manage the username, password, changing password, and authorization of the user. Suppose any invalid login information is entered after a certain number of tries. In that case, the system will send an emergency message to the user’s registered mobile number to change the existing password. This way, the profiles of the user will be protected.
Folder Locker Projects in Java-
Not only your system lock, but folder locks are also important nowadays. This folder locker project is created in Java using Swing. It will lock your folders using a password so that only you can access it or anyone having the password. You can also add features such as encrypting and decrypting the file using the recursive method. You can also keep a hint so that you never forget the password.
Time Conversion by Country Java Project-
This project will help convert time between different time zones using Java. In this project, a new Java 8 framework is used to represent time and date. You can also use Joda Time to perform the conversion.
Password Manager Project in Java-
Managing passwords is hectic work, especially for companies. We have created software in Java that will contain all the passwords, and the user has to enter a master password to access all those passwords. This system will store multiple passwords in a single database that can be accessed from any device and anywhere. To create a robust manager application, you must use the best Java framework.
IP address Changer Projects in Java-
This project will help you to change your IP address. Java is used here to create this project. First, set the java class, which will internally execute the commands, and then it will show the output in the console. Then after executing the main class in Administrator mode, the IP address will be changed.
Need more ideas for Java-based projects Ideas. Read this also
4. Web Development Projects
E-Banking Log System-
This project is created for the security purpose of different sites and people’s authentication. It uses the user’s location and behavior to check for any wrong move. The system saves the user’s data that has been entered previously and applies for Sequential Pattern Mining Algorithm to check the user’s authentication. If the user is not found correct, the system will block the user and send an OTP. If the OTP entered is wrong simultaneously two times, then also the system will block the user. This system is also efficient for checking whether certain websites are fake or not.
Intelligent Chat Bot-
We developed this project based on AI. When the user puts out their query, the bot will reply humanely. Due to Artificial Intelligence, the conversation will feel very real. Also, due to its intelligence, if the answer to the query asked by the user is not found, then the computer will handle it in a very good way. This system will act like a real human assistant.
Customer Behavior Prediction Using Web Usage Mining-
Web Usage Mining is first recording the user’s behavioral pattern and then mining through the data in the future. This method is used mainly in E-commerce sites to recognize the user and provide better products to them. The system tracks various analytics data and stores several site usage data to provide customer statistics. It ensures good customer service the next time they visit the site and thus more profitability for the site owner.
Banking Bot Project-
We created this project for the efficiency of bank customers. The bot system is created with Artificial Intelligence that helps in answering queries. Users can ask any queries related to banks such as loans, policies, etc., and the bot will answer their queries in a real human way. This project has been created very simply; however, there is a scope to add more features to make it more interesting.
E-Commerce Product Rating Based on Customer-
Nowadays, online shopping sites are blooming hugely. Customers buy products through E-commerce sites. So, we have come up with a project that will let the site owners know the review about their products. We have used a mining algorithm to keep track of the reviews posted by customers and understand their sentiments. Certain keywords mentioned in the comment will be mined with the keywords in the database and will match them to understand the comparison. This system is a web-based application. People will buy products and post reviews about them, which will help the site owners understand the bad and good sides of their product to serve better the next time.
Student Information Chatbot Project-
We have developed this project using Artificial Intelligence. The system analyzes the user’s query and answers accordingly. Students can remain updated about their college using this system. They can ask any query in any format, and the bot will reply to them. Due to Artificial Intelligence, the conversation will seem to be real. In this way, students can ask any query about their college without visiting the college office.
5. Python Projects
Online Employee Payroll Management System Project-
Giving out payslips that record salaries is outdated now. Since technology has taken over everything, we have come up with a project that will manage all salaries and payslips online. Only HR will access this system to add details of employees that will calculate the salaries. The HR can add, update or delete any details. Based on attendance, leave, and other details, this system will calculate the salary and send the payslips to all the employees via Email.
Online Crime Reporting System in Python Project-
This project is made keeping in mind the crimes that are going unnoticed or the unavailability of reporting crimes at the moment. In this system, the users have to register themselves and report the crime in 3 categories; Complaints, crime reports, and missing reports. The visitors of this system can also view all the crimes by entering their pin code. In this way, everyone will remain aware of the crimes going on in their areas. Also, the users who have filed any report can track the status of their report. This system will help people report crimes and know the status of their reports without visiting the Police Station.
Online Employee Recruitment System Project in Python-
Manually recruiting employees is a hard task. To minimize paperwork, we have come up with a project that will help companies recruit employees based on their skills efficiently. This system has two modules; the Admin and the user. The Admin is the company or the recruiters who can shortlist a candidate, visit the candidate’s profile, and hire or reject any candidate. The user will be the employee who will have to upload their CV and apply for a suitable job. The recruiters can view the job profiles and hire the employee without any hassle if matched all the skills.
Online Fashion Stylist Website-
This project is created for hassle-free interaction between stylists and users. Buying products is easy, but styling them as per the trend is a real job. We have created this system which comprises a chatbox. There are two modules; one is the stylist, and the other is the user. Fashion stylists can create profiles and show their work. The users have to register themselves and can view the profiles of their favorite stylists. They can also request to chat with their favorite stylist, and the latter will reply to their chat to help the users. We have created this project keeping in mind all the fashion trends that are going on. You can make it more exciting by adding more features.
Online College Admission Management System Project-
Admission to the college is a very big decision after high school, which involves mental and physical health. It requires visiting different colleges from time to time. We have come up with a project that will minimize your work. This system has three modules; the Admin, the colleges, and the user. The Admin will have access to all the data, and the colleges can add, delete or update their cutoff scores, admission requirements, and other details. The students as users have to register themselves and apply to various colleges as per their requirements. This system also has an online test feature. As per the colleges, the users can appear for the test. If selected, the admission procedure will take place through this system requiring submitting all papers works online.
Ecommerce Website Live Visitor Tracking System Project-
In this generation of technology, buying products by sitting at home is convenient now. Unlike shops, E-commerce websites are open all the time and can be accessed from any remote area with the internet. However, for better service, the site owners need to know about customer sentiments. This project created will allow site owners to view the number of customers visiting their site in real time. There are two modules; the Admin and the user. The Admin will be able to add, delete or update any products. The user will view those products, add them to the cart, and buy them. The live visitor tracking method will help the site owners to know how many customers are visiting their site and which products they are more interested in. It will help provide better service to users, and users will have user-friendly interaction with the E-commerce website.
6. IOS-Based Projects
Daily Expense Tracker iOS Application-
This application will help you keep track of your daily expenses. It will save your current income, and daily expenses and process the graph accordingly. It will also help you save money every month by providing monthly statistics. Keeping track of all these manually becomes hectic in everyday life, so we believe that this project will help you overcome all of these issues and keep track of your financial data more conveniently.
Personal Health Tracker iOS Application
Health is very important, and it is more important to keep track of it. Manually tracking all of the factors is a difficult task, so we have come up with a project that will help you monitor your health all the time. This system will keep track of your heart rate, blood pressure, blood sugar level, etc. It has a minimum and maximum threshold level. If the levels fall or rise beyond the level, the application will send an emergency message to the user’s registered number to check with a doctor immediately. You can make it more advanced by adding more health features.
iOS Task Alerting Application
We have become so busy in our lives that we keep on forgetting everyday tasks. We have come up with a project that will remind you about your tasks at the set time. You have to type the tasks manually and set the time for the reminder. At the set time, the application will alert you about the task. It is a simple yet effective system for daily use.
Doctor Appointment Manager iOS App
This project is specially curated for Doctors who find it hard to manage all the appointments manually. This system allows Doctors to manage all patient bookings, and cancellations, and schedule appointments. Additionally, they can also add notes beside very patient bookings to keep track of their health history.
Daily News Updates iOS Application
Finding daily news from different sites is a difficult task, so we have developed a project that will manage all news in a single application. This system has two modules; the Admin can add, edit, or delete any news. The users can register themselves and view all the news. They can also set up an area to search for local news. The new updates will flash at the very top of the page, which will make it easy for users to find new updates.
Personal Book iOS Application-
In this tech-savvy generation, carrying a diary is a hard task. We have come up with an application that will solve this problem. A personal book application will help you write, edit, save, and delete any information in any format. You can edit the information several times. To make it more interesting, we have also added an image feature. With the notes, you can also save an image. You can also secure it with a password so that no one will access the information.
7. Android Based projects
College Attendance System
Attendance has been an important part of college life. However, manually taking daily attendance is a hectic job and is also time-consuming. So, to reduce the paperwork of faculties, we have come up with a project that will help in recording attendance digitally. This system will connect with the database using GPRS or Wi-Fi technology. The android application is very user-friendly. The lecturers need to download the application on their mobile, and after logging in, they can mark the students present or absent according to their names. This system requires very minimum input, and the interface is easy for the users.
Cab Booking Android Application-
Traveling places has now been easier due to rental car services. This project is an Android-based cab booking application that uses the GPS of users to find cabs nearby. This system has three modules; Admin, use, and Driver. The Admin has access to all the data of the system. The Admin can add/delete drivers, and types of cars, view users and drivers, and edit or update other details. The users have to register themselves, enter the destination, and type of cab, and find nearby cabs. The user can view details of the driver, cab, and fare. They can also cancel their trips, check their history of trips, and can rate each trip after reaching the destination.
On the other hand, the driver can log in and set the working status. They can also check user details, locations, canceled trips, and overall ratings. The interface of this system is made user-friendly and is very easy to use.
Android Food order and delivery app
Ordering food by queuing in lines has become very inconvenient. It wastes time and decreases the chance of better communication which leads to bad customer service. Thus, we have come up with a project that does not need customers to visit the restaurant. They can order their favorite food from any restaurant just at their fingertip. This system has four modules; the Admin, delivery partner, Restaurant Manager, and the user, and the Admin has access to all the system’s data. Admin can manage all the restaurants by adding/deleting or updating any restaurant from the list. The Admin can also manage the delivery partner by adding/ deleting any. The Admin can see users and can also view the total order count. The delivery partner can log in, see their allotted orders, and update the order status as in ‘picked’, ‘on the way, or ‘delivered’.
The Restaurant Manager can manage their menu on the list by adding, deleting, or updating. The Manager also has access to manage the delivery partner by allotting orders and updating the status of the food item, and can also view the ratings of their restaurant. The user can log in, order their food from any restaurant, and rate it after getting the food item delivered. Users can add items to their favorite list, view the history of their previous orders and current order status, and have online payment options. This system is designed to enhance the speed of taking and delivering orders for the convenience of customers.
Secure Digi Locker Application
This project is designed for the security purpose of documentation. We have various important documents like Aadhaar Cards, birth certificates, passports, etc., which we need to carry for several work purposes. However, manually carrying those paperwork has a higher chance of theft, and keeping those documents on the phone or uploading them on any server is also risky. So, we have come up with an Android-based application that will require you to upload all your necessary documentation, which will be secured with a pin in an encrypted form. The internal memory will store it in the internal memory to avoid any hacking. The advantage of a pin is that no one will access the files without knowing the pin. The files are secured with AES encryption.
Android Campus Recruitment System
This project is designed to be maintained by HRMS departments looking for employees in respective fields. This system uses two languages; Java to develop the android application and Asp.Net for the web portal for the Admin. This system allows companies to post job vacancies. Job seekers can log in to their accounts and check for vacancies. They can apply and has access to view the status of their application. We have come up with this project so that job seekers can find vacancies easily and for the convenience of the HR department so that manual work can be minimized.
Android File Manager Application Project
Android file manager will provide you with all the realistic features. They have everything, from managing files to storage to moving, sharing, and deleting files on your phone. All the features work seamlessly, and the application will also work online to store the uploaded files in the database.
Voice Assistant for Visually Impaired
We have come up with this advanced application that will help visually impaired people access all the features of a phone. This system has a custom messaging feature with an inbox, sent box, call log, dialer, notes, reminder, and battery level checking. The system speaks out any action performed by the user. The system read out the content of the message along with the sender’s name, date, and time. It also speaks out the dialer number pressed and other notifications. This system, on the whole, is a voice assistant. It does not save any data either.
Advanced Tour Guide-
We have come up with a project which will serve as a technical tour guide. This Android-based application gives all the required data about places to tourists. This system is made using Android Studio for Front End and SQL server for Back End. The application works on two main entities; Four Square API to get data about places and Weather Underground API to get the weather details of places. The user has to enter the places he wants to visit, and the application will provide all the details about it. If wanted, it also provides a map of places using Google Maps. The system is very flexible, and the interface is very user-friendly.
Android Smart Alarm System-
We have designed a unique alarm system for this project. Normally, the user has to enter the time in a 24-hour clock format to set the alarm. They can set the alarm name as well as customize the alarm tone. The system has a snooze option after every 2 minutes. To shut off the alarm, we have set up an activity where the user has to say aloud a sentence that the user can customize and set accordingly. After the microphone listens to the speech and the sentence gets verified, the alarm will go off. We have set this up for users to get up early without having to snooze every time. The system uses a background service to check the date and time in the database.
Grocery Shopping Android-
Online shopping service is in bloom now, and t is also convenient for customers. Instead of visiting shops and waiting in queues for getting products has become inconvenient in this technological era. We have developed an Android-based online grocery shopping application that has a very attractive and easy-to-use interface. The users can log in to their accounts and add groceries from a wide variety to their cart. The users have the option of both Cash On Delivery (COD) and secure online payment methods while checking out. The products and orders are stored on the server side in a web service, and the application uses client-side scripting for placing orders by connecting to the server-side web service.
8. Matlab projects
Wall Crack Detection Using Matlab-
This project is an innovative method to detect cracks in a wall by image processing. We have used image pre-processing steps to detect cracks on a wall as images are susceptible to noises. For the detection, the image is binarized, holes are filled, and all insignificant blobs are removed. We have also used blob analysis methodology to detect several connected objects. Based on this, the system detects if the image has cracks or not. The system can detect minor as well as deeper cracks. If any crack is found, then using bounding box technology, the system displays the crack to the user. The success rate of detecting minor cracks is 50-60%, whereas detecting deeper cracks is 80%. The system combines image pre-processing and the crack detection method to find and display cracks on the wall.
CCTV Theft Detection & Tracking-
This project is made to track thieves based on their motions. We have used image pre-processing and motion tracking in the CCTV footage. The motion tracking sensor uses a foreground detector and blob analysis to detect the thief’s motion. This system does not process the entire footage but instead works on those video frames in which motions are detected. The image pre-processing helps remove undesirable noises from the footage, and we have also used some image-processing steps to fill gaps in the detected objects. When the motion of a large object is detected and surrounded by the bounding box technique, the system will detect the thief, and a beep sound will be generated.
Object Tracker Based on Color-
This project is made to detect objects based on RGB colors. Here we have applied the image pre-processing method to track RGB-colored objects. We have used filters to remove undesirable noise from an image. The system removes all unwanted objects to detect the colored objects right. First, the system subtracts the RGB color components from the grayscale image, and then the grayscale image is converted to a binary image. We have used the blob analysis method to detect RGB-colored objects. Finally, after detecting the RGB-colored objects, the system will display the object in a rectangular box with the help of Bounding Box technology. The system tracks all red, green, and blue colored objects and draws a rectangular box around them in the display. This system can be used for tracking several RGB-colored objects.
Dental Caries Detection System-
Dental diseases are detected using image processing. All this time, dental caries were detected using radiographic films. However, images contain noises and several environmental interferences, so the radiographic film report had errors. We have come up with an advanced system to detect tooth caries without any error. We have used MATLAB to detect caries. Since images are prone to noise, we have used several image pre-processing steps to remove those noises from the image. For accurate detection, we have also used image segmentation. It will separate caries from the tooth in the image. We have further used the image processing method to detect connected components. Finally, using all these methods, the system will detect any caries present in the tooth, the success rate of which will be 50-60%.
Hand Gesture Recognition Project-
We have come up with an advanced system of hand recognition methods. The system uses image processing to detect the number of fingers. The system first detects the skin color from the image by filtering. Then it applies the image pre-processing method to detect the separated fingers that are above the palm. We have applied multiple image pre-processing steps to display the hand accurately.
Vehicle Number Plate Extraction Using OCR-
We have developed an advanced project of extracting characters from the number plate. We have used the image pre-processing method to extract only text from number plate images. Noise from the image is removed using the effective noise removal method. First, the RGB image is converted to a grayscale image, and then the image is resized, keeping the aspect ratio the same. Further, morphological processing is used, which helps in more accurate text detection. The image is converted to double. The edge detection method is also used to detect edges, and the image intensity level is increased. Objects that have gaps are filled.
After edge detection, the image might contain several horizontal and vertical lines, which are removed to extract only text from the image. After applying image pre-processing, the image is left with minor unwanted objects, which are also removed further. Finally, the text extracted in image format is converted to characters using Optical Character Recognition (OCR) method. The bounding box separates the extracted text. Each bounding box will contain each character or number of the text. Finally, the extracted image is compared with the existing character image for an accurate result.
9. Blockchain projects
Smart Tender Management System Using Blockchain-
Companies or Governments give tenders or contracts for goods or services procurement. Wrong tender management leads to financial losses. It causes improper record maintenance favoring contractors, etc. So we have come up with a project that will help in secured tender management. We have used Blockchain technology to ensure encryption for transaction management. Ensuring the safety of transactions such as tender documents, bid proposals, records, company details, rejection details, approving officer details, etc.
Medical Report Management & Distribution System over Blockchain Technology-
Hospitals involve a lot of paperwork, including managing patient details to hospital expenses. Nowadays, hospitals have also included laboratories and pharmacies to ensure fast reports and the advantage of increased business. Manually managing all of these leads to wrong reports or wrong transactions. Thus, we have come up with a project using Blockchain technology that will help manage all the hospital operations. The Hyperledger blockchain concept will ensure 100% authenticated and safe transactions.
We have used Blockchain technology to manage the medical reports of all patients along with their transaction details. All transactions are encrypted and stored in blocks to authenticate within a computer of the network. The Hyperledger concept will also help store all the medical documents along with their transaction details and date stamp. This system will ensure the authenticity of each report and also safe and secure transactions.
Android Document Sharing System using Blockchain Technology-
Sharing documents is done worldwide over the internet every hour. However, there remains a risk of data tampering. To ensure safe document sharing, we have developed an Android-based document-sharing application using Blockchain technology. Blockchain usually involves transactions. Since this application does not involve any transaction, we have used smart contracts to verify both intended parties and the authentic transfer of documents.
This system has certain rules for authenticated document transfer, including sender and receiver verification and document validation. The blockchain system uses the previous transfer hash to detect if the document is valid and ensures that the intended party can receive the document using the private key. This application helps in secured and authentic document sharing.
Government Fund Allocation & Tracking System over Blockchain-
Government operations involve many transactions for various work such as new projects, repair, and maintenance works, paying of Government employees, farmer schemes, etc., throughout the state. Tracking all of these is nearly impossible and also sometimes leads to low-level corruption. Here, we suggest a system that will help to track funds at each stage throughout the process. In this project, we have used blockchain technology to ensure that all transactions are authentic and secured. This system allows for full-proof and secured fund allocation and tracking. It leads to clear maintenance of records.
10. Data mining Projects
Stock Market Analysis and Prediction
We have come up with a project that will store the values of previous stock data of certain companies with the help of certain parameters that affect stock value. We will implement the values in the data mining algorithm. It will help the company to predict the month’s highs and lows. It will also help us to determine the future values of particular stocks.
Question paper generator system
Manually creating question papers may be a hectic task. So we have come up with a project that will minimize the paperwork and generate question papers based on administrative inputs. The administrator of this system has to enter the set of questions and respective answers for option-ticking manually. The system will ask the Admin to enter the weightage and complexity of each of these questions and the difficulty level. Based on these inputs, the data will be stored on the database, and based on the weightage of the question paper, the system will randomly generate questions. After the question paper is generated, it can be converted into PDF format and sent to students.
Website Evaluation Using Opinion Mining
This project is used to rate a website based on the user’s opinion. The website will be evaluated based on several factors such as genuineness, timely delivery of products, payment methods, and customer support. We have prepared the database with sentiment keywords that are both positive and negative. After the users comment on the website, the system will take the opinion, perform mining with the keywords, and rank the website. Based on all the factors, the system will rank the website, which will help us decide if the website is genuine. This system will help users to find which website is genuine and meets their wishes.
Periodic Census with Graphical Representation-
Census is the process of recording information about the members of a given population. This term is mostly used following national population and housing censuses. The United Nations recommends that population censuses should be recorded at least every ten years. We have come up with this project that will help acquire information about populations without the burden of officers visiting houses and collecting data manually.
Crime Rate Prediction Using K Means
With crime rates increasing every day, we must develop a solution. Here we have introduced a system that will identify crimes in the future. The existing crime data has to be entered into the database by the Admin. The Admin will also be able to view criminal historical data. We have used many methods such as k-means and data mining algorithms to predict crimes. The k-means algorithm will cluster co-offenders, collaborate and dissolve crime groups, identify various crime patterns, and hidden links, and statistical analysis of crime data. The clustering will be done based on places, timings, and the gang of previous crimes. The data mining algorithm will extract information and patterns from the database. All these methods together will help us to predict crimes.
Online Examination System Project in ASP.Net-
We have come up with an online examination system project. This system will have two modules; one is the Admin, and another one is the user or the student. The Admin will have the authority to add questions, answers, and keywords, including the addition/deletion of any students. The Admin can also view students, results, change/update time, passwords, etc. The user has to register in the system. After logging in, they can appear for the test within the stipulated time. After the exam ends, students can view their results.
11. Machine learning
Real Estate Search Based On Data Mining-
We have created this project to buy and sell better properties. This system will have all the details like Address, space, measurements, number of BHKs, floors, seller name, contact number, and Email ID. Users can search for properties as per their requirements and look out for them, and the system also has an algorithm for loan calculation and the amount of cash the user has to pay. The Admin of this system has access to add, delete or update any property details. This system ensures a good relationship between buyer and seller.
Smart Health Prediction Using Data Mining-
Guessing health issues is never an option. We have come up with a project that will help you with your diseases. This application uses intelligent data mining to gather information about diseases based on your symptoms. The user can ask a query about their symptoms, and the system will find the best possible match and answer the disease that matches the symptoms. If the system cannot find the disease relating to the symptoms, it will inform the user about it. This application also contains information about Doctors relating to the diseases.
Facial Emotion Detection using Neural Networks-
Recognizing facial expressions and detecting human emotion helps provide a better experience to humans in several applications. This system uses neural networks to extract physiological signals. A large set of data is fed to the system for training purposes. A person’s images are scanned and matched with the dataset to predict the right emotion. This system is used to get the right user feedback.
Teachers’ Automatic Time-Table Software Generation System using PHP-
This system will help the faculties track their timetable on their phones. This system has two modules; the Admin has access to all details, including course, faculty, timetable, lecture time, etc. Another module is the faculty, who can view the timetable to be reminded of the lecture on time.
The platform of E-commerce is booming nowadays. Customers prefer buying online as they get a lot of discounts and gifts. It leads to better business for E-commerce companies. The focus should be on better customer service to maintain a good relationship between the companies and customers. We have come up with a project that focuses on customers. This system has two modules; the Admin and the user.
The Admin has access to all the data. The Admin can add products, view order details, and can also view sales records. The users have to register themselves, and after logging in, they can view products. If interested, they can further view the details of the products and can also add them to the cart. Users can buy the products online and even view their order history. We have also included an AI bot that will help the customers with any queries.
Want to learn more about final-year project ideas then read 15 Final Year Projects for Computer Science Engineering.