Age and Gender Estimation from Face

版本 1.1.2 (6.0 MB) 作者: Masayuki Tanaka

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

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更新时间 2019/9/2

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编者注: 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

引用格式

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. 检索来源 2024/7/24.

MATLAB 版本兼容性

创建方式 R2019a

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Windows macOS Linux

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Image Processing and Computer Vision > Computer Vision Toolbox > Recognition, Object Detection, and Semantic Segmentation > Semantic Segmentation >

在 Help Center 和 MATLAB Answers 中查找有关 Semantic Segmentation 的更多信息

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致谢

启发作品: Facial-classification-using-CNN-and-MATLAB-according-to-gend

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face-age-gender

版本	已发布	发行说明
1.1.2	2019/9/2	Just changed the image.	下载
1.1.1	2019/9/2	Just changed the image.	下载
1.1.0	2019/9/1	Added attractiveness	下载
1.0.1	2019/8/29	Changed name	下载
1.0.0	2019/8/29		下载

Age and Gender Estimation from Face