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Age and Gender Estimation from Face

version 1.1.2 (5.97 MB) by Masayuki Tanaka
It is a sample to estimate age and gender from face.

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Updated 02 Sep 2019

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Editor's Note: This file was selected as MATLAB Central Pick of the Week

It is a sample to estimate age, gender and attractiveness from face.

It provide an example of transfer learning of deep learning.

It is CNN-based algorithm. The pre-trained networks are included.
I applied the transfer learning based on the vgg-face with the UTKFace dataset for age and gender with the SCUT-FBP dataset for attractiveness.

Please run demo_test

It also the sample of training code in demo_train.m

vgg-face
https://github.com/rcmalli/keras-vggface

UTKFace
https://susanqq.github.io/UTKFace/

SCUT-FBP
http://www.hcii-lab.net/data/SCUT-FBP/EN/introduce.html

Cite As

Masayuki Tanaka (2020). Age and Gender Estimation from Face (https://www.mathworks.com/matlabcentral/fileexchange/72577-age-and-gender-estimation-from-face), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (3)

Kenta

It is a great job, but there is a problem with net3.mat, which has three nets. When I loaded it I got :
Name Size Bytes Class
net_age 1x1 0 SeriesNetwork
net_att 1x1 0 SeriesNetwork
net_gen 1x1 2170687 SeriesNetwork
That means the code does not work.

Updates

1.1.2

Just changed the image.

1.1.1

Just changed the image.

1.1.0

Added attractiveness

1.0.1

Changed name

MATLAB Release Compatibility
Created with R2019a
Compatible with any release
Platform Compatibility
Windows macOS Linux