人脸打分|基于卷积神经网络 TensorFlow 框架

Face Rank – Rank Face by CNN Model based on TensorFlow

Keras Version

https://github.com/fendouai/FaceRank/tree/master/FaceRank_with_keras

RankFace

A deep learning based model to judge the AQ, Appearance Quotient, of faces. (For Chinese Young Girls Only) https://github.com/Entropy-xcy/RankFace

中文说明(QQ群:522785813)

项目总体说明:https://github.com/fendouai/FaceRank/blob/master/cn_readme.md

运行详细说明:https://github.com/fendouai/FaceRank/blob/master/toturial.md

Gitee(速度更快)

项目总体说明:https://gitee.com/fendouai/FaceRank/blob/master/cn_readme.md

运行详细说明:https://gitee.com/fendouai/FaceRank/blob/master/toturial.md

Result Pic

Result Pic

Privacy

Because of privacy,the training images dataset is not provided.
maybe some carton images will be given later.

Dataset

  • 130 pictures with size 128*128 from web with tag
    image: 1-3.jpg means rank 1,3st train pic
    you can add your own pics to the resize_images folder

Model

Model is CNN based on TensorFlow based on : https://github.com/aymericdamien/TensorFlow-Examples/

Run

After you installed TensorFlow ,just run train_model.py.
* train the model
* save the model to model dir

Test

After you run the train_model.py ,just run the run_model.py to test.

Download

The model is trained can be download at
http://www.tensorflownews.com/

WechatGroup

If it is out of time,you can go to http://www.tensorflownews.com/ ,I will update the wechat group qcode here.

Thanks

@HadXu develop the keras version
https://github.com/fendouai/FaceRank/tree/master/FaceRank_with_keras

未经允许不得转载:PythonOK » 人脸打分|基于卷积神经网络 TensorFlow 框架

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