Table 3.

Frame processing speeds of the selected models in frames per second (mean[min–max]).

	Video-1	Video-2	Video-3	Video-4	Video-5	Average
YOLOv8n	36.49 [20–42]	36.26 [30–39]	36.94 [23–41]	36.73 [27–42]	37.08 [30–40]	36.70 [26.0–40.8]
YOLOv8s	36.83 [22–42]	36.32 [32–39]	37.16 [27–42]	37.29 [26–43]	37.84 [29–43]	37.09 [27.2–41.8]
YOLOv8m	30.33 [22–32]	30.75 [24–34]	31.19 [22–35]	31.15 [24–33]	31.15 [25–33]	30.91 [19.4–33.4]
YOLOv7-Tiny	28.12 [17–30]	28.00 [18–30]	28.15 [21–31]	28.25 [22–31]	28.24 [20–31]	28.15 [19.6–30.6]

Best values are in bold.