Project of Face mask detection, During the times of COVID-19, covering our face with a mask and maintaining social distancing is essential. With advancements in the field of Deep Learning, now we can easily train a model and check if someone is earning a mask or not.
With-Mask: Without-Mask:
- Read input either as single image or video from webcam using OpenCV.
- Detect location of faces in given frame using Face_Frontal_Default Cascade Classifier.
- Save the list of face portions for further steps.
- Load the Custom-trained CNN model, iterate each face through the model to predict mask on face.
- Post-process the frame ie; Tagging Face, with respective predictions.