Face Identification

Metric Learning Approaches for Face Identification

File structure and modules

Getting started

Clone this repository

$ git clone https://github.com/debtanu177/face_identification.git

Install

opencv
sklearn
numpy
tqdm

Run

First step(Optional):

$ python3 dataselect.py

Second step:

$ python3 main.py

Examples of positive pairs correctly classified using the MkNN classifier with LMNN as a base metric

References

Is that you? Metric Learning Approaches for Face Identification Matthieu Guillaumin, Jakob Verbeek and Cordelia Schmid http://lear.inrialpes.fr/pubs/2009/GVS09/verbeek09iccv2.pdf