Smart Home

Deep Face

• This is a lightweight face recognition and facial attribute analysis.
• It is a hybrid face recognition framework wrapping state-of-the-art models: VGG-Face, Google FaceNet, OpenFace, Facebook DeepFace, DeepID, ArcFace and Dlib.
• In this project, I used verify, find and analyze functions of DeepFace for face recognition and facial attribute analysis.

Flask API

• Provide apis for face recognition and facial attribute analysis.
• Support apis that are used for smart home: turn/on off lights, open/close doors, etc.
• Here APIS:

Iot Diagrams (Vietnamese version):

a. Common diagram for controlling devices in smart home

b. Diagram for controlling open door in smart home using face recognition

c. Diagram for saving the value from sensors to database