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People detectors comparison

Contenders:

  • YOLOv4
  • Tiny YOLO
  • MobileSSDv1
  • HOG
  • Viola-Jones

All the runs made within OpenCV framework.

Requirements

  • Python3 v64
  • opencv_python

Steps

  • Get the repo
  • Download YOLO and ssd_mobilenet_v1_coco_11_06_2017
  • Run: python3 detect_main.py soccer.jpg

Results

yolo found 12 persons in 1.97 seconds avg 

tiny_yolo found 8 persons in 0.22 seconds avg 

ssd found 14 persons in 0.1 seconds avg 

hog found 2 persons in 0.18 seconds avg 

haar found 0 persons in 0.07 seconds avg

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