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. 2024 Oct 4;10(20):e38913. doi: 10.1016/j.heliyon.2024.e38913

Table 17.

Resource usage and time analysis (7 emotions).

Stage CPU Usage (%) Memory Usage (%) Time Taken (s)
Initial 0.5 4.3
Visualization Before Balancing 0.5 4.3 2.92086
Sample Display Before Enhancement 3.5 4.3 5.21949
Dataset Augmenting (7 emotions) 9.8 4.4 164.799
Visualization After Balancing 0.5 4.4 166.406
Sample Display After Enhancement 2 4.4 168.699
Zipping Dataset 0.3 4.5 10.6167