Skip to content
Himanshu Patel edited this page May 10, 2020 · 4 revisions

Welcome to the face-recognition-pipeline-deep learning wiki! In this tutorial, we will learn how to use machine learning to detect faces in the image. This tutorial is inspired by what is learned in the course Deep Learning: Face Recognition by Adam Geitgey

There are various advancements in the field of machine learning, and lots of models and techniques are developed in the field of face recognition. Have you wonder how Facebook automatically recognize your friends in an image and ask you to tag them into it. It is because it can recognize your friends in the image by running there face recognition technique.

Face recognition pipeline is build using the following steps

  1. Faces are detected and extracted from an image.
  2. Facial features are identified(Nose, eyes, lips).
  3. Aligning the face with the pose (straight face).
  4. Converting faces into measurable value.
  5. Compare these values of other faces/images with the current face to detect a match.
Clone this wiki locally