It is a deep learning model and aims to detect whether the person is wearing mask or not.
- This model has an accuracy about 93%(approx).
- It sent an alert mail if without mask is detected.
- OpenCV
- Matplotlib
- Numpy
- Pandas
- Sklearn
- Tensorflow
- Smtplib
I have used Convulational Neural Network which is a deep learning algorithm to train the model.
- mask_detection.py
- mask_detection.json
- mask_detection.h5
- haarcascade_frontalface_default.xml
- live_detection.py
I used Jupyter Notebook to implement all these files for this model.
This model gave 93% accuracy to detect face without mask after training via tensorflow-gpu==2.0.0