jjxxmiin/Learner_server

Learner flask server

Learner_server

• Flask : 1.1.2
• Werkzeug : 0.16.1
• opencv
• dlib
• facenet-pytorch

1. Install requirements

pip install flask cmake
pip install opencv-python dlib facenet-pytorch

2. Make model folder

mkdir JFace/models

2. Download model files

• https://github.com/ageitgey/face_recognition_models/tree/master/face_recognition_models/models

3. Start app

python api.py

App

• Here

Face recognition

1. Face Detection (Dlib)
2. Face Randmark (Dlib, MTCNN)
3. Face Alignment (Dlib)
4. Face Crop (Dlib)
5. Face Identification (Dlib, InceptionResnetV1)

Reference

• https://github.com/ageitgey/face_recognition