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A fastapi application that detect face and facemask, then visualize results. also it can predict on videos.

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pejmanS21/FaceMask-Detection

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FaceMask-Detection


Usage

in src
for test on images run image.py

python3 image.py

or for test on videos run video.py

python3 video.py

or

FastAPI

for start webapp run entrypoint.py

python3 entrypoint.py

UI

ui


model

dvc pull

don't forget to install dvc

pip install dvc

or use gdown and download from Google Drive

cd models
chmod +x get_weights.sh
./get_weights.sh 

Google Colab

Open In Colab


docker-compose

sudo docker-compose up --build -d

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A fastapi application that detect face and facemask, then visualize results. also it can predict on videos.

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