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The integrated facial recognition software with Door2Dorm. It is capable of analyzing registered tenants of a dormitory, if there are any unauthorized individuals recognized this program will send an SMS alert to all phone number of tenants in the premises.

ieeexplore.ieee.org/document/10366658
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Ciezo/door2dorm-facenet

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classes

classes

 
 

data/models

data/models

 
 

modules/Silent-Face-Anti-Spoofing

modules/Silent-Face-Anti-Spoofing

 
 

resources/anti_spoof

resources/anti_spoof

 
 

src

src

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

install_requirements.sh

install_requirements.sh

 
 

requirements.txt

requirements.txt

 
 

run.sh

run.sh

 
 

run_and_build.sh

run_and_build.sh

 
 

run_time_in.sh

run_time_in.sh

 
 

run_time_out.sh

run_time_out.sh

 
 

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Dependencies

  • MTCNN
  • Keras
  • Keras-FaceNet
  • Tensorflow
  • OpenCV
  • Pandas
  • NumPy
  • MatPlotlib
  • dotenv
  • MySQL Client (Python)

How to install dependencies?

Go into the root directory and run this command:

pip install -r requirements.txt

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The integrated facial recognition software with Door2Dorm. It is capable of analyzing registered tenants of a dormitory, if there are any unauthorized individuals recognized this program will send an SMS alert to all phone number of tenants in the premises.

ieeexplore.ieee.org/document/10366658

Topics

python machine-learning neural-network algorithms sms jupyter-notebook face-recognition face-detection twilio-api pickle twilio-sms-api antispoofing npz

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