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Intelegent_Lock

The purpose of the project is to create lock mechanism with face recognition and liveness detection. Inspration comes from Dr. Andrew Ng's video

What it does?

the stucture of the program is;

  1. takes image and checks with pretrained neular network if what it sees, alive human or printout, img from phone etc.
  2. if it is more than %75 confidente that it is alive thing than it checks it if anyone from known people who has access
  3. if it is someone the system knows, than unlock the door :D

How to run:

Please install this modules:

pip3 install tflearn, face_recognition, opencv-python
python3 main_code.py

Finetuning note:

If you are not using any additional data, please make sure you dont have any files in the "img-live" and "img-not-live" directories!

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lock mechanism with face recognition

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  • Jupyter Notebook 93.5%
  • Python 6.5%