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
Deep Learning for Computer Vision

You're reading from   Deep Learning for Computer Vision Expert techniques to train advanced neural networks using TensorFlow and Keras

Arrow left icon
Product type Paperback
Published in Jan 2018
Publisher Packt
ISBN-13 9781788295628
Length 310 pages
Edition 1st Edition
Languages
Tools
Arrow right icon
Author (1):
Arrow left icon
Rajalingappaa Shanmugamani Rajalingappaa Shanmugamani
Author Profile Icon Rajalingappaa Shanmugamani
Rajalingappaa Shanmugamani
Arrow right icon
View More author details
Toc

Table of Contents (12) Chapters Close

Preface 1. Getting Started FREE CHAPTER 2. Image Classification 3. Image Retrieval 4. Object Detection 5. Semantic Segmentation 6. Similarity Learning 7. Image Captioning 8. Generative Models 9. Video Classification 10. Deployment 11. Other Books You May Enjoy

Human face analysis

The human face can be analyzed in multiple ways using computer vision. There are several factors that are to be considered for this, which are listed here:

  • Face detection: Finding the bounding box of location of faces
  • Facial landmark detection: Finding the spatial points of facial features such as nose, mouth and so on
  • Face alignment: Transforming the face into a frontal face for further analysis
  • Attribute recognition: Finding attributes such as gender, smiling and so on
  • Emotion analysis: Analysing the emotions of persons
  • Face verification: Finding whether two images belong to the same person
  • Face recognition: Finding an identity for the face
  • Face clustering: Grouping the faces of the same person together 

Let's learn about the datasets and implementation of these tasks in detail, in the following sections.

...
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