This project captures live video feed from camera using webrtc signalling.It Identifies the person and his/her mask wearing status using tensorflow. This project identifies the person who is not wearing the face mask and gives alert.
Using tensorflow and Mobilenet model
- Facial landmarks are captured to identify the person
- Facemask training is done using Mobilenet model, which give fairly good results.
- The best part is , it doesn't uses any cloud services for inferencing ,fully built open source libraries and very easy to deploy.
- Next part is to detect Facemask