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humandetect-withyolov5's Introduction

HumanDetect-WithYOLOV5

YOLOV5を用いた人間検知

input: MP4 file
output: result.csv

YOLO V5を用いて人間を検知し以下の情報をCSVに書き込みます。

  • 人間が登場したフレーム番号
  • 信頼度スコア

SET UP

git clone --recursive [email protected]:textcunma/HumanDetect-WithYOLOV5.git
conda create -n yolov5 python=3.8
conda activate yolov5
pip install -U -r yolov5/requirements.txt
pip install pyqt5
pip install opencv-python-headless

ブランチ

  • main : CSV出力
  • frameMask : 人間がいるフレームは[1]、いないフレームは[0]とするマスクを出力
  • nonHuman :  人間がいない区間の秒数を出力

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