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A preliminary actual-life check with the crucial system components shows the feasibility of the proposed gym exercise assistive system with 94.6% accuracy, which might easily attain as much as 100% with a extra appropriate assembling. Notably, the proposed counting model operates robustly for all workouts, not limited to specific ones. The proposed method first calculate the self-similarity of the sequence of skeleton data. Ideally, the info should include videos where the user_s head and primary joints are clearly seen, as BlazePose makes use of face detection to initiate tracking of the person_s physique. For the _ROM_ efficiency element, we computed joint angles (e.g. elbow flexion, shoulder flexion, elbow extension), the distance to a target position, and normalized relative joint trajectories (i.e. the Euclidean distance between two joints - head and wrist, head and elbow) lee2019learning . If you want to target certain body parts, perform a particular exercise for this part of the human physique.
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