Age and Gender Estimation from Face
Note de l’éditeur : 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
Citation pour cette source
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. Récupéré le .
Compatibilité avec les versions de MATLAB
Plateformes compatibles
Windows macOS LinuxCatégories
- Image Processing and Computer Vision > Computer Vision Toolbox > Recognition, Object Detection, and Semantic Segmentation > Semantic Segmentation >
Tags
Remerciements
A inspiré : Facial-classification-using-CNN-and-MATLAB-according-to-gend
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face-age-gender
Version | Publié le | Notes de version | |
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1.1.2 | Just changed the image. |
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1.1.1 | Just changed the image. |
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1.1.0 | Added attractiveness |
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1.0.1 | Changed name |
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1.0.0 |