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Mask Detection

Use of YOLOv5 for mask detection with notification via Telegram.

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About The Project

In the middle of a pandemic our team was thinking how uncomfortable it is to be indoors with people you don't live with and they don't wear a face mask.Therefore, we decided to make a mask detection project using YOLOv5 and associate it with the Telegram bot as a way to notify the non-use of the mask.

Getting Started

Instructions for use this repository:

Installation

  1. Clone the repo
    git clone https://github.com/Felipehonorato1/mask_detection.git
  2. Install packages
    pip install requirements.txt

Usage

cd yolov5/
python detect.py --weights runs/train/exp/weights/best.pt --source 0  --img-size 640 --conf-thres 0.25 --iou-thres 0.45 --device cpu --hide-labels --hide-conf

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Tracking mask usage using YOLO architeture

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  • Python 100.0%