vishnu-4444 / face_mask_detention_dl

Instructions:

1)Use python 3.7-3.9, install latest version of pip.

2)Install tensor flow 2.7-2.9

https://www.tensorflow.org/install/pip

3)other required libraries

tensorflow,matplot,numpy,sklearn,opencv,imutils

4)Install jupyter classic notebook

https://jupyter.org/install

Training the model

1)Load the data set to the program 'train_model.ipynb' file.

2)Run

Live Mask Detection

1. load the 'res10_300x300_ssd_iter_140000.caffemodel' and 'deploy.prototxt' to the program 'LiveVideoDetection.ipynb.'
2. Load the trained model 'mask_detector.model'
3. After that, execute the program