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. 2021 Nov 30;63(6):1453–1463. doi: 10.5187/jast.2021.e127

Table 3. Detection performance by pig behaviour.

Network IoU_Threshold = 0.5 IoU_Threshold = 0.6
YOLOv3 YOLOv4 Additional layer ▪ mish YOLOv3 YOLOv4 Additional layer ▪ mish
Drink_AP 95.66 94.22 96.56 84.97 86.21 91.25
Feed_AP 86.86 89.16 86.41 61.06 68.31 57.90

IoU, intersection over union; YOLO, you-only-look-once; AP, access point.