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iMaskerYA

In response to the impact of the Covid-19 epidemic, the mask detection system uses a camera to detect whether people on the screen are wearing masks. The system uses YOLOv4 and combines with Quasar to set up a page to achieve the project goal of "real-time detection, warning, and statistics".

Install Steps

  1. Clone this repo and install quasar dependencies
git clone https://github.com/Pianochicken/iMaskerYA.git
cd iMaskerYA
yarn
  1. Clone the repo from AlexeyAB/darknet under iMaskerYA folder
git clone https://github.com/AlexeyAB/darknet.git
  1. Install darknet dependencies Requirements.

    • Notice that openCV have to below 4.4.0
  2. Follow the tutorial from AlexeyAB/darknet to compile darknet depends on your OS

  3. Dulplicate the darknet folder in iMaskerYA_File to the responding folder in darknet from the previous step

p.s Install Python if you don't have it.

Implement

Click the run_main.py in iMaskerYA folder to enjoy the mask-detecting system!


Mask_detecting

Demo Link

About

Real-time object detection with YOLOv4 for mask wearing or not

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