Table 4 mAP result of HAODVIP-ADL technique with recent models.

From: A hybrid object detection approach for visually impaired persons using pigeon-inspired optimization and deep learning models

Techniques

mAP@0.5 (%)

IOD155 + tfidf

86.70

IOD90 + tfidf

88.20

Xception + tfidf

92.10

YOLOv5n

86.57

YOLOv5m

88.81

Retina Net

91.39

Yolo Tiny

88.37

Yolo V3

91.33

ResNET101

92.00

SVM

90.11

LDA

91.32

HAODVIP-ADL

94.76

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