I’m an IT student working on my Final Year Project. What are some unique and outstanding IT project ideas that focus on Artificial Intelligence, including subfields like Machine Learning and Computer Vision?
This question was asked by Fiza Shahid, who is seeking innovative project ideas for their Final Year Project in IT, with a specific focus on Artificial Intelligence and its subfields like Machine Learning and Computer Vision. Fiza aims to create a distinctive and exceptional project.
As an IT student looking to focus on Artificial Intelligence (AI) for your final year project, there are numerous innovative and unique ideas you can explore. These projects span across various subfields of AI such as Machine Learning and Computer Vision.
1. Facial Emotion Recognition and Detection: This project involves the use of Deep Learning to identify and interpret human facial expressions in real-time. The system will be trained to detect core human emotions like happiness, sadness, anger, fear, surprise, disgust, and neutrality. It will then use this information to understand the thinking patterns and behavior of a person.
2. Voice-based Virtual Assistant for Windows: This project involves creating a voice-based virtual assistant specifically designed for Windows users. The assistant will be trained to understand natural human language and perform actions based on voice commands.
3. Online Assignment Plagiarism Checker: This project aims to tackle the issue of plagiarism by developing a detector that can identify similarities in text copies and determine the percentage of plagiarism.
4. Personality Prediction System via CV Analysis: This project involves creating advanced software that can interpret a candidate’s personality by analyzing their CV. The system will rank candidates based on their skills, experience, soft skills, interests, professional certifications, etc.
5. Heart Disease Prediction Project: This project involves creating an online application that provides medical consultation and guidance to patients suffering from heart diseases. The system uses data mining techniques to guess the most accurate disease associated with the details provided by a patient.
6. Banking Bot: This project involves building a banking bot that uses AI algorithms to analyze user queries and perform appropriate actions. The bot is designed to communicate with users like another human being.
7. Lane Line Detection While Driving: This project involves using machine learning to detect and track lanes on a road while driving. This is a crucial application in autonomous driving systems.
8. Stock Prediction: This project involves using AI to build models that can analyze historical stock data, spot patterns and trends, and forecast future prices.
9. AI Health Engine: This project involves analyzing vast amounts of health-related data to enhance patient health, lower costs, and boost healthcare outcomes.
10. Resume Parser: This project involves creating an AI-powered tool that extracts relevant data from resumes or CVs and converts it into structured data.
11. Animal Species Prediction: This project involves using machine learning and computer vision to predict animal species.