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Facial recognition system

lastmod 2018-12-26created 2018-07-199 edits

A facial recognition system is a computer-aided application that automatically identifies individuals from digital images. It works by comparing selected facial features appearing in a live image against a facial database.

It is typically used as a security system and can be compared with other biometrics such as fingerprint or pupil recognition systems.

Libraries

Documentation

Deep Face Recognition - A Survey
https://arxiv.org/abs/1804.06655
1804.06655.pdf

Deep learning based

  • DeepFace: Closing the Gap to Human-Level Performance in Face Verification
  • Github - ildoonet/deepface Seems to be a different implementation that only shares the name with DeepFace above...
    • Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow
  • FaceNet
  • OpenFace

Datasets

See also

Favorite site

Models

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