Workout classification using a convolutional neural network in ensemble learning

HIGHLIGHTS

• What: To meet the increased demand for home workouts owing to the COVID-19 pandemic this study proposes a new approach to real-time exercise posture classification based on the convolutional neural network (CNN) in an ensemble learning system. The decision to utilize the Fitness Basic Dataset by Infinity AI was predicated on a multifaceted evaluation of its suitability for advancing the objectives of this research. Some studies have used MediaPipe for this practices, ensuring the integrity the research process is maintained. purpose but encountered reduced recognition rates due to data certain which Furthermore, the choice to . . .
  

   

  

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