KYCDeepFace

KYC face matching project.

Face Detection

Description

An ultra light face detector refering to Link

TODOs:

• [X] Detection pipeline
• [X] Model conversion to ONNX for inference
• [ ] Add model download link & script to model zoos
• [ ] Evaluation
• [ ] Documentation

  Face Alignment

  Description

  Face alignment for cropped faces with landmarks.

TODOs:

• [X] Alignment pipeline
• [ ] Documentation
• [ ] Upgrade with SDUNets

  Face Recognition

  Description

  Face recognition pipeline with model trained on large dataset.

TODOs:

• [X] Pretrained model
• [X] Recognition pipeline
• [X] Model conversion to ONNX for inference
• [ ] NIST ranking
• [ ] Evaluation
• [ ] Documentation
• [ ] CMD tool
• [ ] Dockerization
• [ ] Search at large scale