Browsing by Subject "TinyML"

Now showing items 1-2 of 2

    • Edge-optimized machine learning models for real-time personalized health monitoring on wearables 

      Rafee, Athar Noor Mohammad; Dutta, Antu; Haque, Afsan; Rahman, Asif; Barua, Aditta (Brac University, 2024-01)
      Personalized health monitoring, including Human Activity Recognition (HAR) and Fall Detection, is crucial for healthcare. Traditionally, most research in this field has relied on wearable sensors to collect data. The ...

    • Tiny-ML based person identification in dynamic motion 

      Ahmed, Mirza Raiyan; Nokib, Shahed Pervez; Nafee, Shadman Ahmad; Khondaker, Jannatus Sakira (Brac University, 2024-05)
      TinyML, short for Tiny Machine Learning, focuses on small, low-power machine learning systems, with a significant emphasis on human identification. This capability is crucial in areas like access control, security, and ...