Smart Yoga Mat: An AI-Integrated Affordable Yoga Mat for Personalized Guidance and Progress Tracking
A state-of-the-art, AI-powered yoga mat, the Smart Yoga Mat was created to improve at-home yoga practice. It monitors important parameters like posture, balance, pressure distribution, humidity, temperature, stress levels, and step count by connecting with smart devices like smartwatches. The mat evaluates this data in real-time using machine learning algorithms to offer tailored feedback that increases the workout, lowers the chance of injury, and improves form. Based on variables including humidity, temperature, and stress, the mat's Multi-Layer Perceptron (MLP) model categorizes the user's state and modifies the yoga session appropriately. The intensity of the session and the music are adjusted based on the user's stress level. Hands-free operation is possible with a voice-activated system. Customized, expert-led yoga sessions match your skill level and fitness objectives, providing a fun and reasonably priced practice.
Authors
- O. Jeba Shiney (ORCID: https://orcid.org/0000-0002-9141-7519)
- B. Jayaram (ORCID: https://orcid.org/0000-0002-5495-2213)
- S Vigneshkumar
- B Karthik
- M. Saravanapandian
- S. Sivakumar S.
Institutions
- Bharath University (IN)
Publication Details
- Published
- 2025-03-06
- DOI
- https://doi.org/10.1109/ispcc66872.2025.11039326
- Citations
- 1
- Primary Topic
- Inertial Sensor and Navigation
- Type
- article
- Field-Weighted Citation Impact
- 4.99