Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Machine Learning Projects for Mobile Applications

You're reading from   Machine Learning Projects for Mobile Applications Build Android and iOS applications using TensorFlow Lite and Core ML

Arrow left icon
Product type Paperback
Published in Oct 2018
Publisher Packt
ISBN-13 9781788994590
Length 246 pages
Edition 1st Edition
Languages
Tools
Arrow right icon
Author (1):
Arrow left icon
Karthikeyan NG Karthikeyan NG
Author Profile Icon Karthikeyan NG
Karthikeyan NG
Arrow right icon
View More author details
Toc

Face detection

With face detection, you can automatically detect human faces in an image or video. This reports the actual position of the face inside the media with size and orientation. Once a face is identified, we can further detect other body parts in it such as nose, eyes, and mouth. The face detection API detects the following:

  • Bounding box of the detected face
  • Tilt angle and rotating angle of the face
  • Coordinates of the nose base, bottom of the mouth, left-hand side of the mouth, and right-hand side of the mouth
  • Probability that the left eye is open, the right eye is open, and the person is smiling

There are a few terms associated with the face detection feature of ML Kit.

Face orientation tracking

Face tracking...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime