Face Recognition with Arcface

Real-time face recognition in unconstrained environments, based on InsightFace.

Installation

install requirements

pip install -r requirements.txt

Inference

For face detection, run the following command:

python inference_detection.py --input input/sajjad.jpg

For face identification, feature extraction and compare, run the following command:

python inference_identification.py --input1 input/sajjad0.jpg --input2 input/sajjad1.jpg

For face recognition, run the following command:

python inference_recognition.py --input ./io/input/sajjad2.jpg --update

The output will be saved in ./output by default.

If you want recognize your own faces, first you should put your images in ./face_bank directory with your names as directories name in this structure:

face_bank
│
└───Ali
│   │   ali_image_1.jpg
│   │   ali_image_2.jpg
│   │   ...
│   
└───Sara
│   │   sara_image_1.jpg
│   │   sara_image_2.jpg
│   │   ...
│
│
...

Then run same command as above with --update argument. Note that After each change in ./face_bank directory, you should use --update again.