Age Prediction

Let’s learn to predict age from a face image.

Introduction

Age is a fundamental characteristic of human beings. Age estimations are based on disparate patterns that emerge from facial appearance. Recently, age estimation has served as a vital attribute in various real-world applications such as these:

  • Access control and visual surveillance.
  • The human-computer interaction (HCI).
  • Marketing intelligence, for instance, the AI product Quividi can enable face and context-responsive advertisement campaigns.

However, the estimation of age from a face image remains challenging since it can be impacted by various factors. These factors include variation in lighting, scale, occlusion, and differences in the age presentation of certain individuals, especially teens and young adults.

Recently, many ML algorithms based on convolutional neural networks (CNNs) models were substantially used ...