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. 2024 Feb 11;24(4):1181. doi: 10.3390/s24041181

Table 8.

Tracking accuracy for daytime 5 h duration (13:00:00~18:00:00).

Cam. Methods #Cows GT FP FN IDS MOTA(%)
01 Detectron2_SORT 4 213,915 0 66 10,214 95.19
Detectron2_DeepSORT 0 66 12,214 94.26
Detectron2_Modified_DeepSORT 0 66 1510 99.26
Detectron2_ByteTrack 0 66 3248 98.45
Detectron2_Centroid 0 66 1301 99.36
Detectron2_Centroid_Kalman 0 66 11,214 94.73
Detectron2_IOU 0 66 1212 99.40
Detectron2_CTA 0 66 4 99.97
02 Detectron2_SORT 8 354,100 0 23 11,317 96.80
Detectron2_DeepSORT 0 23 12,213 96.54
Detectron2_Modified_DeepSORT 0 23 3431 99.02
Detectron2_ByteTrack 0 23 10,872 96.92
Detectron2_Centroid 0 23 2831 99.19
Detectron2_Centroid_Kalman 0 23 11,892 96.64
Detectron2_IOU 0 23 2776 99.21
Detectron2_CTA 0 23 51 99.98
03 Detectron2_SORT 8 354,100 0 32 11,417 96.77
Detectron2_DeepSORT 0 32 12,813 96.37
Detectron2_Modified_DeepSORT 0 32 3831 98.91
Detectron2_ByteTrack 0 32 11,201 96.83
Detectron2_Centroid 0 32 3131 99.11
Detectron2_Centroid_Kalman 0 32 12,092 96.58
Detectron2_IOU 0 32 2784 99.20
Detectron2_CTA 0 32 34 99.98
04 Detectron2_SORT 7 323,870 0 18 10,317 96.81
Detectron2_DeepSORT 0 18 12,113 96.25
Detectron2_Modified_DeepSORT 0 18 1631 99.50
Detectron2_ByteTrack 0 18 3801 98.82
Detectron2_Centroid 0 18 1531 99.52
Detectron2_Centroid_Kalman 0 18 10,892 96.63
Detectron2_IOU 0 18 1313 99.59
Detectron2_CTA 0 18 4 99.99