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Table 3 Evaluation of deep learning models

From: Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification

Algorithm

Precision (%)

Recall (%)

F1 (%)

MAP (%)

RetinaNet

64.98

83.86

73.26

82.89

SSD

63.69

88.89

74.21

82.71

YOLO v3

69.65

80.67

74.77

80.69