Age and Gender Estimation from Face

Versione 1.1.2 (5,97 MB) da Masayuki Tanaka
It is a sample to estimate age and gender from face.
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Aggiornato 2 set 2019

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Nota dell'editore: 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

Cita come

Masayuki Tanaka (2024). Age and Gender Estimation from Face (https://www.mathworks.com/matlabcentral/fileexchange/72577-age-and-gender-estimation-from-face), MATLAB Central File Exchange. Recuperato .

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Creato con R2019a
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face-age-gender

Versione Pubblicato Note della release
1.1.2

Just changed the image.
1.1.1

Just changed the image.
1.1.0

Added attractiveness
1.0.1

Changed name
1.0.0