OpenCV: is an open-source library for computer vision, machine learning, and image processing.Learn also: Gender Detection using OpenCV in Python. Please note that if you want to detect both age and gender at the same time, check this tutorial for it.
The primary goal of this tutorial is to develop a lightweight command-line-based utility, through Python-based modules and it is intended to describe the steps to automatically detect faces in a static image and to predict the age of the spotted persons using a deep learning-based age detection model. Inspired by many ubiquitous applications spread across multiple channels like "AgeBot" on Android, "Age Calculator" on iPhone, we are going to build a simple Age estimator using OpenCV in Python. Basically, age estimation from the face is still a challenging problem, and guessing an exact age from a single image is very difficult due to factors like makeup, lighting, obstructions, and facial expressions. Many significant features can be directly derived from the human face, such as age, gender, and emotions.Īge estimation can be defined as the automatic process of classifying the facial image into the exact age or to a specific age range. Recently, wide attention has grown in the field of computer vision, especially in face recognition, detection, and facial landmarks localization.
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