CogniPoseAI: A Futuristic AI-Enhanced Personal Trainer
Aryan Jagani, Deepesh Katudia, Miheer Darji, Vaishali Vaibhav Hirlekar · 2023
In the last several years, human posture estimation is one of the key areas of research in the field of computer Vision. This research employs pose estimation using deep learning and machine learning approaches to analyze performance and provide real-time feedback repetitions.The application of machine learning in the fitness industry could potentially aid judges in accurately monitoring the number of repetitions executed during weightlifting or CrossFit competitions. The software application that recognizes a person's exercise posture, counts repetitions and provides detailed recommendations to improve their form. This process uses Mediapipe to recognize human poses and analyze datasets and real-time video to make decisions and Count repetitions of a specific exercise.