The global AI market will witness an exponential year on year growth of approximately 54 %. This growth will make the market size to a massive 22.6 billion US dollars. Artificial Intelligence is becoming a fascinating topic for a large number of businesses, books, media and even movies.
Ever thought of having a personalized AI project of your own ? Having an innovative project to work upon is really important. Let us look at some of the top project ideas in Artificial Intelligence which you can take for research and development! These projects are carefully categorized into three levels: Beginners, intermediate and advanced.
Project ideas for beginners
- Handwritten Digits Recognition : Handwritten text recognition powered by artificial intelligence will make the program efficient and accurate which will be capable of identifying texts and digits drawn by humans.
- Lane Line Detection : We have seen self-driven vehicles with autopilot enabled in the system. This technology is possible because of the lane line detection used in these automotives. With the help of advanced computer vision, this technology can further be strengthened and can be equipped with color thresholding to detect lanes.
- Spoiler Blocker Extension : It is indeed frustrating when people spoil your favorite movies or shows by giving you the spoilers. This can be put to an end! With the help of an AI powered web extension, you can choose your favorite movies and shows , then the extension will block all the mentions of those movies. So, now you can enjoy your movies without getting disturbed by spoilers.
Project ideas for intermediate developers
- Fire detection and localization using surveillance cameras : Image classification and computer vision are two technologies which are widely used by businesses. Convolutional Neural Networks ( CNN) have established their name in this field. With the help of improved AI programs, the fire detection systems can be enhanced via surveillance cameras. This can be achieved by inventing a strong and accurate model which is capable of locating fire and also the exact place where there is fire.
- Game of Chess : Online chess games have gained a heavy recognition across the globe after the pandemic. Players from any part of the world can play together on these platforms. To enhance the solo gaming experience, the AI powered algorithms should be strengthened so that the system gives a heavy competition to the player.
- Next Word predictor : Text prediction is a popular feature in our mobile keyboards which can predict the next word we want to type. If you are well versed with natural language processing and deep learning, then this project might be suitable for you! You can develop a stronger and more accurate AI model which can predict the next word the user would type.
Project ideas for advanced developers
- Learn To Drive With Reinforcement Learning : This model aims to teach the car ( agent ) to drive by avoiding obstacles on the way. To implement the project one requires a thorough knowledge of reinforcement learning.
- Automatic Attendance System : Taking attendance in schools and colleges is a big task for the teachers. Automating the entire process will not only save time and also will be more accurate and faster. The process can be automated by installing cameras which identify the student’s face and mark them present.
- Self Driving Car : This project has been under development for years. To turn this project into a reality, it will involve a lot of money, sensors and cameras to monitor and gain the information of the surroundings. After the information is received, it has to be processed and accordingly decision making has to be done.
These projects are the foundation steps for you to become a successful AI professional. These will boost your knowledge and sharpen your skills in artificial intelligence. They can be developed by anyone regardless of their expertise in AI. Whether you are an expert in AI or whether you are just an AI enthusiast who is a keen learner, these projects will indeed make you industry ready.
Author- Toshank Bhardwaj, AI Content Creator
