Live Face Identification with pre-trained VGGFace2 model

This is complementary source code for my blog post.

Here is the demo

Dependencies

• Python3.5
• numpy 1.13.3+mkl
• Keras 2.0.8+
• TensorFlow 1.4.0
• opencv 1.0.1+
• opencv-python 3.3.0+contrib
• keras_vggface
• scipy

Tested on:

• Windows 10 with Tensorflow 1.4.0 GPU

install requirements

pip3 install -r requirements.txt

Run the demo

First run this to generate images from video files and precompute face features

python3 face_identify_demo.py

Then run the real time demo,

python3 face_identify_demo.py

For more info, check out my write up.