10 best Computer Science Capstone Project Ideas in 2021

10 best computer science capstone project ideas in 2021

Table of Contents

You are in your Computer Science engineering final year and looking for Computer Science Capstone project ideas to work on.

Great! We have got you covered.

These project ideas will help you get a better understanding of Computer Science and its applications.

But before getting started with the ideas, let’s get a rough idea of what Computer Science is?

Key Takeaways

  • Computer Science deals with studying, developing, and maintaining computers and computer systems.
  • Face Detection, Weather Forecasting Application, Personal Assistant, and Fitness Track are some of the best computer science project ideas.
  • Online Auction System, Crime Rate Prediction, Hospital Management System are some of the project ideas that can be useful in daily life also.

Computer Science: An Overview

Computer science is a branch of science that deals with studying, developing, and maintaining computers and computer systems.

Coding, computation, data processing, network information security, web architecture, algorithm design, and mobile development are the essential skills that come under Computer Science.

If you’re a Computer Science student, you might have gained many technical and non-technical skills that can help in your career. One of the advantages of being a Computer Science student is, it opens many career opportunities for you.

IT consultant, Cyber Security consultant, Information systems manager, Database administrator, Multimedia programmer, Systems analyst, Games developer, Technical writer are some of the career options you can pursue being a computer science student.

With the fast-growing connected world, the demand for Computer Science is also growing.

Now, you may have a doubt, why work on project ideas?

So, working on the project ideas is the best way to understand Computer Science fundamentals and implement your theoretical knowledge. The project ideas include designing and developing various applications-based software products and services.

Computer Science Project Ideas 

Here is the list of top 10 projects in Computer Science to work on:

1. Face Detection 

One of the best IT-based project ideas for Computer Science students is Face Detection software, also known as Optical Character Recognition (OCR) System.

The project involves developing software to track faces in real-time, store the data and provide the flexibility to search and manipulate data. 

The main project focus is to create a face detection program using the OpenCV library

To run the program, you are required to install the OpenCV library. The project uses pre-trained XML classifiers to detect characters in real-time.

2. Online Auction System

As the name suggests, this Computer Science capstone project involves making an online platform where buyers and sellers can do business.

Under this project, you will create an online auction platform using the fraud detection method with binary classification. 

For the users, it requests identification details like PAN CARD number, email address, license number. The system uses this to check the authenticity of the users and authorise them. Also, only authorised users are allowed to bid using this project. 

3. Crime Rate Prediction

If you are familiar with the increasing number of crimes globally, this will be one of the best Computer Science project ideas for beginners to work on, and it can add cheers to your resume.

This project involves developing a prediction system that can analyse and predict the future crime rate. And the users are required to feed the previous record of criminal data.

So basically, the users have to feed the data in the system. It will analyse and draw insights such as the place of crime, people involved in crime, and the crime time. After that, it makes predictions for the future using the K-means data mining algorithm.

4. Weather Forecasting Application

If you have zero experience working on Computer Science projects, real-time weather forecasting applications can be the best idea to start implementing your theoretical knowledge. 

The project’s objective is to develop web-based applications that can provide real-time weather information of a location, such as weather, current temperature, chances of precipitation. 

It can also help you by telling if the day will be sunny, rainy or cloudy.

The project can be even helpful in testing your coding skills.

5. Search Engine 

We can say it is among the best final year project ideas for IT students.

You might have used Google, Bing, Yahoo or DuckDuckGo to search for anything. Here you have to develop a search engine of your own. 

To develop a search engine, the main ingredient is web annotation. It helps in making applications user-friendly. 

You also have to make a custom algorithm for the search engine to display relevant results. Google, Yahoo have their custom algorithm for showing the output for search results.

6. Personal Assistant 

You heard about Siri, Alexa or Google Assistant. That’s what you will be developing under this project. 

But there is a slight difference, and this personal assistant will be specifically to help people use a computer easily. 

Want to close an application, minimise a website, delete some applications or switch off the computer, you just have to give voice commands to the assistant.

And since this project works on MVC modules, it provides flexibility to make changes to enhance functionality. And you can also track the activity on your computer.

7. Android Battery Saver System

There is a feature in smartphones that tracks the usage of batteries by various applications. You might have seen the alert while using the smartphone.

Under this project, you have to develop that feature only. You can make a battery saver system using Android Studio.

The objective of this system is to alert the user about the applications that are high on power consumption and provide flexibility to users to stop those apps from consuming too much power. 

8. Course Movement on Object Motion 

This computer science project idea for college students is an AI-based project and can be interesting for you if you are interested in robotics.

Under this project, you have to design a cursor that moves through the desktop and commands based on hand gestures. It will be based on the RGB (Red, Green and Blue) colour that detects your hand gestures and functions as the mouse. 

It also uses the webcam to record the gestures, converting that image into a binary image used by RGB to take desired actions. Also, you have to feed in necessary data to take desired actions from the hand gestures.

9. Hospital Management System 

In a place like Hospital, it can be complicated to keep track of all the patients and access an individual patient’s data in no time.

That’s what you will be developing in this Computer Science capstone project idea—a system to keep track of all information related to patients and staff members also.

It will automatically assign a unique ID to each patient entry and help hospital officials view and access data whenever needed.

10. Fitness Track

Like the above hospital management system, this system can be used to keep track of your fitness. 

Under this project, you will make an app that allows users to create in their avatar and keep track of all the physical activities they do daily, such as walking, eating, or exercising.

And whenever the user completes the desired task, they will be rewarded with some points.

Conclusion : 10 best computer science capstone project ideas

So, these are some of the best Computer Science project ideas to work on in 2021.

Computer Science is a very vast field to explore. Artificial Intelligence, Machine Learning, Big Data, programming languages and the list can go on.

Face Detection, Weather Forecasting Application, Personal Assistant, and Android Battery Saver System are good project ideas for beginners. 

This list of Computer Science project ideas can be beneficial for you in your daily life also.

Frequently Asked Questions

Why should one work on project ideas?

Working on a project helps you get a better understanding of the field and lets you implement your theoretical knowledge.

What are some of the best project ideas for Computer Science students?

We hand-picked the best computer science project ideas for the students in the above blog.

What are some of the best platforms to learn Computer Science?

GitHub, Codecademy, Skillshare, UpGrad and Verzeo are some of the best online platforms to learn the various topics of computer science.

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