wotchin / FaceGender

FaceGender SaaS:Judge the gender of face picture online with deep-learning.在线人脸性别识别引擎.

FaceGender

FaceGender SaaS: Judge the gender of face picture online with deep-learning.

Implement this model with Keras,dlib(>=19.9)

Have fun :)

How to use

Install python env.

Do recommend installing this environment with Anaconda. Download Anaconda:

https://www.anaconda.com/download/#linux

And you should input these in the shell(for linux):

conda create -n FaceGender python=3.5
conda install -c menpo dlib=19.9
conda install keras
conda install opencv
conda install flask

If you have GPU,you should install cuda(nvidia GPU).And you could input these in the shell:

conda install tensorflow-gpu

WARNING

Before you use the project,you should change the PYTHON ENVIRONMENT!

source activate FaceGender

Test the FaceGender

source activate FaceGender
python test.py

Run the web program

python webGender.py

About the project

models from

https://github.com/davisking/dlib

https://github.com/oarriaga/face_classification

At the end

If you want to have a high recognition performance,you should train this model with a more image dataset.