/FaceRecognition

Flask API for smart home

Primary LanguageJupyter Notebook

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: alt text

Iot Diagrams (Vietnamese version):

a. Common diagram for controlling devices in smart home

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

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c. Diagram for saving the value from sensors to database

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