Skip to content

Academic work with biometry theme, the usage of biometric solution on this paper is based on face recognition app that will provide access checking the face of the user.

License

Notifications You must be signed in to change notification settings

rfelipesilva/desktopapp-facerecognition-python37

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Face Recognition System

Face Recognition is a system designed to automatically detect and recognize human faces with a machine learning model, then, provide access for a private information, available according with the level of the user.

Models

Metrics information for each model tested:

Eigenfaces

alt text

Fisherfaces

alt text

LBPH (Local Binary Patterns Histograms)

alt text

The FisherFaces model got the best metrics, then this is the one considered in the system 🤖

System workflow

alt text

For more details, find the full academic paper in the doc folder.

Remarks

  • It was developed for academic work ⚠️
  • Academic paper in Portuguese - Brazil ⚠️

TO DO LIST

  • Provide more details about system workflow (exceptions and so on)
  • Translate full system to English

About

Academic work with biometry theme, the usage of biometric solution on this paper is based on face recognition app that will provide access checking the face of the user.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages