GitHub - kavin-du/Covid19-Face-Mask-Detection: Detect whether the people are correctly wearing the masks using OpenCV, Keras and scikit-learn

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Detect whether the people are correctly wearing the masks using OpenCV, Keras and scikit-learn

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Name		Name	Last commit message	Last commit date
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.idea		.idea
__pycache__		__pycache__
cascades/data		cascades/data
.gitignore		.gitignore
1_pre_processing.py		1_pre_processing.py
2_trainer.py		2_trainer.py
3_detection.py		3_detection.py
README.md		README.md
accuracy.png		accuracy.png
loss.png		loss.png

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Kaggle dataset

https://www.kaggle.com/andrewmvd/face-mask-detection

Prajna Bhandary's dataset

https://github.com/prajnasb/observations/tree/master/experiements/data

1. Change the dataset path in the 1_pre_processing.py file

2. Run the 2_trainer.py to train the CNN model

3. Several models will be created in the models folder. Replace the value of load_model in the 3_detection.py and run it.

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Detect whether the people are correctly wearing the masks using OpenCV, Keras and scikit-learn

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