Virtual Exercise Coach
Project scope
Categories
Software development Machine learning Artificial intelligenceSkills
machine learning computer visionThe 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.
The deliverables for this project include a functional prototype of the virtual coach application, capable of real-time video analysis and feedback. The application should include a user-friendly interface and support for at least three common exercises. Additionally, a report detailing the image processing and machine learning techniques used, along with a user guide, will be provided. The project will also include a demonstration video showcasing the application's capabilities.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
MyEdMaster provides educational services and does software development for health and educational applications. We also conduct scientific research in these areas.