MaskUP - Mask detection with Yolov3 (Web demo)

The repo contains two demonstrations:

• Pretrained Yolov3 on COCO dataset
• Custom Yolov3 on Face Mask dataset

Installation

Clone repository

git clone <repo url>

Create and activate virtual environment for python development

virtualenv env
source env/bin/activate

Install libraries

pip install -r requirements.txt

Give permission to .sh file

chmod +x download.sh

Activate .sh file to download yolov3 models

./download.sh

Then respectively cd into each folder and call flask run, the website is deployed to localhost: http://127.0.0.1:5000/

Technology:

• Frontend: HTML + CSS + Javascript
• Backend: Flask
• CV Libraries: OpenCV

References:

• Pyimagesearch Yolo Object Detection
• Yolov3 webcam
• Novel Covid API
• UI for homepage
• gdown
• Face mask dataset