However, these fashions overlook glucose information, a significant indicator of exercise. To make sure that the fashions generalized properly beyond the training knowledge, both the LSTM and BiLSTM fashions have been further tested on two further datasets designed to reflect real-world conditions: the "Final My Test Video" dataset, which included workouts recorded at dwelling, and the "Final Test Gym Video" dataset, which contained workouts recorded in gym or different environments. There are numerous elements which will give this check a false reading