Age and Gender Classification using Convolutional Neural Networks

[joyhuang9473]

Age and Gender Classification using Convolutional Neural Networks

• Author: Gil Levi, Tal Hassner
• Origin: http://www.openu.ac.il/home/hassner/projects/cnn_agegender/
• Related:
  • paper: Age and Gender Classification using Convolutional Neural Networks
  • tensorflow: https://github.com/dpressel/rude-carnie
  • caffe: https://github.com/GilLevi/AgeGenderDeepLearning
  • caffe: https://github.com/eveningglow/age-and-gender-classification
  • cnn_age_gender_models_and_data.0.0.1.zip

we propose a simple convolutional net architecture that can be used even when the amount of learning data is limited.

We evaluate our method on the recent Adience benchmark for age and gender estimation and show it to dramatically outperform current state-of-the-art methods.

dataset (age)

• UIUC-IFP-Y [12, 19]: Not publicly available, yet may presumably be obtained from its authors.
• FG-NET [30]: (inclued in megaface FGNET2)
• MORPH [43]: https://ebill.uncw.edu/C20231_ustores/web/store_main.jsp?STOREID=4
• Group Photos benchmark [14]: http://chenlab.ece.cornell.edu/people/Andy/ImagesOfGroups.html
• Adience benchmark: http://www.openu.ac.il/home/hassner/Adience/data.html#agegender

dataset (gender)

• FERET benchmark [39]
• Adience benchmark

[syahdanem]

Hello joyhuang,

I really interesting with your project. I am a student in the final year to finish my study, I am doing the project to detecting gender based on the video and counting it. Can you give me the step to use the code project? because I get lost to use it and i don't know where to start it.