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% |