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Gender and Age Detection OpenCV Python With Source Code | OpenCV Python Projects with Source Code
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Gender and Age Detection OpenCV Python With Source Code | OpenCV Python Projects with Source Code

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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.

This Python OpenCV Project also includes a downloadable Python Project With Source Code for free, just find the downloadable source code below and click to start downloading.

By the way, if you are new to python programming and you don’t know what would be the Python IDE to use, I have here a list of the Best Python IDE for Windows, Linux, Mac OS that will suit you. I also have here How to Download and Install the Latest Version of Python on Windows.

To start executing Gender and Age Detection OpenCV Python With Source Code, make sure that you have installed Python 3.9 and PyCharm on your computer.

In this python project, we implemented a CNN to detect gender and age from a single picture of a face. This Python OpenCV Project also includes a downloadable Python Project With Source Code for free, just find the downloadable source code below and click to start downloading.

If you have any questions or suggestions about Gender and Age Detection OpenCV Python With Source Code, please feel free to leave a comment below.
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