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Table 1 Comparison of performance for our ear detection network on dataset A

From: EDDSN-MRT: multiple rodent tracking based on ear detection and dual siamese network for rodent social behavior analysis

Benchmark

Epoch

Resolution

Our EDN(P)

Yolov5 %

Yolov3 %

Efficient Det %

mAP at 0.5

50

1280*720

97.07% (0.0918)

96.15

93.22

95.41

mAP at 0.5:0.9

50

1280*720

64.32%* (0.0018)

59.76

45.13

52.29

  1. EDN, ear detection network; mAP, mean average precision.
  2. *means P < 0.05
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BMC Neuroscience

ISSN: 1471-2202

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