CNN年龄、性别、表情识别

介绍了一个基于卷积神经网络(CNN)的年龄、性别及表情识别基准数据集,该数据集包含未过滤的人脸图像,适用于性别和年龄分类任务。数据集提供了五个交叉验证测试的文本文件,并区分了大约正面朝向的人脸。

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CNN年龄、性别、表情识别


http://www.openu.ac.il/home/hassner/Adience/data.html#agegender

Files for this benchmark are available under the subdirectory named:
AdienceBenchmarkOfUnfilteredFacesForGenderAndAgeClassification

The directory contains the following files:

  • faces.tar.gz (936M) - Face images, cropped
  • aligned.tar.gz (1.9G) - Face images, cropped and aligned using our2D, in-plain alignment tool
  • fold_0_data.txt - fold_4_data.txt - text files with indices to the five-fold cross validation tests using all faces
  • fold_frontal_0_data.txt - fold_frontal_4_data.txt - same as above, but using only faces in approximately frontal pose
These files contain also the label information for each of the photos

  • README.txt provides details on these text files
  • LICENSE.txt provides license information for the face images in this collection.

Download

The data is stored on our FTP server: agas.openu.ac.il

Alternatively, direct access to the download directory is available through:
http://www.cslab.openu.ac.il/download/


参考资料:

http://www.openu.ac.il/home/hassner/projects/cnn_agegender/  Age and Gender Classification using Convolutional Neural Networks

Caffe model files and additional data in the zip filecnn_age_gender_models_and_data.0.0.2.zip (~86MB)





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