Detection Method

Tracking Method

FPS Throughput Detector & Tracker Cooper.

FPS with MP* Running

Detecting every (N) frames

Mean accuracy

faster_rcnn_inception_v2_coco

Centroid tracker

10

8

1

88.21%

faster_rcnn_resnet50_coco

dlib

19

16

10

90.03%

faster_rcnn_resnet101_v1

KCF/HOG

16

14

10

92.17%

ssd_resnet_50_fpn_coco

KCF/HOG

21

17

10

85.43%