In this application, we will build a custom face recognition system to identify three celebrities: Brad Pitt, Morgan Freeman, and Jason Statham. We have used a few solo images of each personality from Google image's search results to train our model.

Let's start by importing the required libraries:

library(magick)
library(image.libfacedetection)
library(keras)

In the next section, we will do the required data manipulation in order to build a classifier that leverages FaceNet.