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covid19_mask_detection's Introduction

Mask Recognition - CNN

실시간 마스크 착용 여부 감지 모델

  • Mobilenet V2 CNN 모델을 사용하여 마스크 착용 여부를 Predict함.
  • Face Detection은 Caffe2 프레임워크 사용

Description

1 2 3

Import Module

OpenCV with python3

  • keras, plaidml-keras(For AMD GPU Computing)
  • numpy
  • matplotlib
  • argparse
  • tensorflow 2.2.0

Usage

Train

$ python train_mask_detector.py --dataset dataset

Image

$ python detection.py --image [Path to Image]

video
  • detection.py 내의 video path 변경 후 사용

$ python detection_video.py

covid19_mask_detection's People

Contributors

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