Artificial Intelligence Project Ideas for 2021
Artificial Intelligence Project Ideas for 2021
Artificial intelligence is a very frequent topic for movies, books, and all other media.
Did you ever wish you could make an AI of your own? Well, this article is the best way to get started.
The term Artificial intelligence is used to define machines or computers that mimic the functions of the human mind such as learning and problem-solving.
Natural language processing, computer vision, and decision-making are some of the functions expected of an advanced artificial intelligence program.
Do you often find yourself short of really cool project ideas to work upon? Okay, not anymore.
Because we care for you and have compiled a list of over 500+ project ideas. Quickly bookmark this and dedicate all your time in implementing the projects & become industry-ready.
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Now, we are going to start with the easier ones first and build up the difficulty level from there. So let’s get started with some basic artificial intelligence project ideas.
Artificial Intelligence Project Ideas for Beginners for 2021
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AI Project Idea – Digits written by humans vary a lot in curves and sizes as they are hand-drawn and everyone’s writing is not the same.
It is a great way to start artificial intelligence by building a handwritten digits recognition system that can identify the digit drawn by humans.
Source Code: Handwritten Digits Recognition Project
2. Spoiler Blocker Extension
AI Project Idea – When a good movie or show comes, people always spoil the fun of others by spoiling it.
We can create a browser extension that will block out all the mentions of your favourite show that you don’t want to get spoiled.
You can replace the mentions with a cute picture of cats.
AI Project Idea – Lane line detection technique is used in many self-driving autonomous vehicles as well as line-following robots.
We can use computer vision techniques such as color thresholding to detect the lanes.
AI Project Idea – Every day we get dozens of email notifications and most of them are spam.
Build a tool that can classify the emails as spam or non-spam based on the content of the email alone.
AI Project Idea – One of the challenging tasks of AI is to find the optimal path from one place to the destination place.
The project idea is to find the optimal path for a vehicle to travel so that cost and time can be minimized. This is a business problem that needs solutions.
Intermediate Artificial Intelligence Project Ideas for 2021
1. Artificial Intelligence in Pneumonia Detection
AI Project Idea – Doctors use Chest X-rays to detect Pneumonia and we can build an artificial intelligence system that is capable of identifying the infection in patients’ X-ray images.
For this purpose, we will use Convolutional Neural networks to build the AI system.
AI Project Idea – The game of chess is very popular and for a better experience of this game, we must implement a good artificial intelligence system that can give competition to humans and make the game of chess a challenging task.
3. Fire Detection and Localization Using Surveillance Camera
AI Project Idea – CNN has become the state of the art in image classification and computer vision-related tasks.
We can improve the fire detection system through surveillance cameras by building a model that can not only detect the fire but also the location of the fire to provide effective detection and reporting system for the safety of people.
4. Website Evaluation Using Opinion Mining
AI Project Idea – A website evaluation system where users can comment on a particular website about the genuineness, time taken to deliver products, etc.
It will analyze the comments to rate the website on these factors.
AI Project Idea – The Dino is a famous google chrome game that we can play when the internet connection is off.
It is a good game to implement reinforcement-learning and understand how it works.
We can build an algorithm for the bot that will learn itself by making mistakes.
AI Project Idea – When you type a message your phone can automatically predict the next word you want to type.
We can build an artificial intelligence model that can predict the next word that is most likely to come.
To implement this you need to have knowledge about Natural language processing and deep learning.
AI Project Idea – Chatbots are widely used in the industry level where every company requires a chatbot to automate some of the customer interaction processes.
AIML is an Artificial Intelligence Markup Language that is used for building chatbots.
Source Code: Chatbot Project
Advanced Artificial Intelligence Project Ideas for 2021
1. Fake Product Review Monitoring System
AI Project Idea – A big problem on the internet is that companies post fake reviews to sell their products or to disturb their competitors.
A user has no idea if a product review is fake or genuine.
To solve this problem, we can build a system that can track the IP addresses and use opinion mining to find out the fake reviews.
2. Learn to Drive with Reinforcement Learning
AI Project Idea- Build a path for cars with obstacles on the race-course.
The objective of the car(agent) is to learn how to drive by avoiding the obstacles. The concept of reinforcement learning would be used in this project.
AI Project Idea – In schools and colleges, a lot of time is wasted in taking the attendance of the students.
The idea of the project is to automate the attendance system by using a camera that automatically recognizes the faces and marks the attendance of the people.
AI Project Idea – A chatbot system that can negotiate the price of the products.
Many eCommerce companies are researching on this project as it has a lot of scope in business.
The chatbot should be able to communicate with users and handle the bargaining of customers just like in the real world.
5. AI Bot to Play Snake Game
AI Project Idea – Many games need to implement an artificial bot that can compete with humans.
In this project, you can start by building a bot that can learn to play the snake game.
This project is great to dive into genetic algorithms and understand how a machine can evolve understanding with generations.
AI Project Idea – A self-driving car is a huge project that involves a lot of sensors and cameras to obtain information of the surroundings.
Then the information needs to be processed and effective decisions should be made.
7. Music Recommendation App
AI Project Idea – The Spotify app is a great music streaming platform that knows exactly what type of music they like.
You can learn to build a model that will analyze the users’ music tastes and will recommend new music to them based on their interests.
So now, you have so many interesting Artificial Intelligence Project Ideas for 2021.
These projects will help you to whet your skills in AI. Also, these projects will not only ensure that you’re on the path of becoming an expert in AI but will also make you industry-ready.
Anyone can practice these really cool artificial intelligence projects whether you’re a beginner or you’re already working in the AI field.