Virtual Exercise Coach

The goal of this project is to develop a virtual coach application that leverages computer vision and machine learning to analyze a user's exercise form. The application will utilize a computer's camera to capture video footage of the user performing exercises. By processing these images, the system will identify key body positions and movements, comparing them against ideal form standards. The project aims to provide real-time feedback to users, highlighting any deviations or mistakes in their form. This tool will help users improve their exercise techniques, reduce the risk of injury, and enhance overall workout effectiveness. The project will focus on a limited set of exercises to ensure accuracy and reliability within the given timeframe.

Frailty Indicator Analysis Tool

The project aims to develop a prototype software tool that utilizes AI and machine learning to assess frailty indicators in older adults. The focus will be on measuring key indicators such as walking speed, grip strength, balance, and flexibility. By analyzing these metrics, the tool will help in early detection of frailty, potentially improving the quality of life for the elderly. The project will involve data collection, algorithm development, and testing to ensure accuracy and reliability. Learners will apply their knowledge of AI and machine learning to create a user-friendly interface that people can use from their personal computing devices. The project will also require a review of existing literature to understand current methodologies and identify gaps that the new tool can address.

Large Language Model-Driven Math Assessment Content Development

MyEdMaster LLC seeks to enhance its AI assessment tool by integrating advanced large language models to generate high-quality assessment content for mathematics. The goal is to create a robust set of questions and problems that accurately evaluate students' mastery of mathematical concepts. This project will allow learners to apply their understanding of large language models, AI, machine learning, and mathematics to develop content that is both challenging and educationally sound. The project involves analyzing existing large language models and programming them to create relevant mathematical assessment items to be integrated into our existing knowledge-based assessment tool.

AI-Generated Personalized Exercise Videos

MyEdMaster LLC aims to leverage AI-based video generation tools to create customized exercise videos tailored to individual user needs. The project focuses on developing a system that can input user preferences, such as fitness level, exercise type, and duration, and output a personalized exercise video. This project will allow learners to apply their knowledge of AI, video editing, and user interface design. The team will work on integrating AI algorithms with video editing software to automate the creation of these videos. The project will also involve testing the system to ensure it meets user requirements and provides a seamless experience. By the end of the project, learners will have gained hands-on experience in AI application and video production.