https://github.com/yasinshafiei/faceid_system

Siamese Neural Networks Face ID
https://github.com/yasinshafiei/faceid_system

artificial-intelligence artificial-neural-networks deep-learning faceid keras keras-tensorflow machine-learning python siamese-network siamese-neural-network tensorflow

Last synced: 4 months ago
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Siamese Neural Networks Face ID

• Host: GitHub
• URL: https://github.com/yasinshafiei/faceid_system
• Owner: YasinShafiei
• Created: 2022-10-05T07:40:54.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-05-19T10:30:26.000Z (over 2 years ago)
• Last Synced: 2025-01-10T00:46:37.622Z (11 months ago)
• Topics: artificial-intelligence, artificial-neural-networks, deep-learning, faceid, keras, keras-tensorflow, machine-learning, python, siamese-network, siamese-neural-network, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 177 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# FaceID_system

In this project I implemented Face ID using Siamese Neural Networks. 


Please check my article about this project: 


https://medium.com/@YasinShafiei/face-id-system-with-deep-learning-python-using-tensorflow-91ff87ce2d96

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For this project, I used Siamese Neural Networks. These NNs can find the distance between to things and say whether they are the same of not! 


![1_siamese-network (1)](https://github.com/YasinShafiei/FaceID_system/assets/91404054/078f61ac-7a36-4de8-8b9c-67034e00d658) 


In this case, the NN can find the distance between 2 images and work as a face ID system. 

## Face ID app:

in the folder you can see the source of the face ID application that I created with Kivy. 


This is the video link of how this project works: 


https://youtu.be/KpcOEH2ITJM