Gender and Age Detection OpenCV Python With Source Code | OpenCV Python Projects with Source Code
Gender and Age Detection OpenCV Python With Source Code | OpenCV Python Projects with Source Code Subscribe here for More Source code & tutorials: https://bit.ly/2YdWUxU LIKE our FB PAGE: https://www.facebook.com/itsourcecode Official Website: https://itsourcecode.com/ Download the complete source code here: https://bit.ly/3xsDDY8 Increase ad revenue 50-250% with Ezoic - https://bit.ly/2OIIPpD Song: Ikson - Blue Sky (Vlog No Copyright Music) Music promoted by Vlog No Copyright Music. Intro made by Prince Ly Cesar The Gender and Age Detection OpenCV Python was developed using Python OpenCV, In this Python Project, we will use Python Deep Learning to accurately identify the gender and age of a person from a single image of a face. What is OpenCV? OpenCV is short for Open Source Computer Vision. Intuitively by the name, it is an open-source Computer Vision and Machine Learning library. This library is capable of processing real-time images and videos while also boasting analytical capabilities. It supports the Deep Learning frameworks TensorFlow, Caffe, and PyTorch. To build a gender and age detector that can approximately guess the gender and age of the person (face) in a picture using Python Deep Learning on the Adience dataset. The predicted gender may be one of ‘Male’ and ‘Female’, and the predicted age may be one of the following ranges- (0 – 2), (4 – 6), (8 – 12), (15 – 20), (25 – 32), (38 – 43), (48 – 53), (60 – 100) (8 nodes in the final softmax layer). It is very difficult to accurately guess an exact age from a single image because of factors like makeup, lighting, obstructions, and facial expressions. And so, we make this a classification problem instead of making it one of regression.