https://github.com/tradle/kycdeepface
KYC face matching project.
https://github.com/tradle/kycdeepface
Last synced: 6 months ago
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KYC face matching project.
- Host: GitHub
- URL: https://github.com/tradle/kycdeepface
- Owner: tradle
- License: agpl-3.0
- Created: 2021-08-17T03:22:12.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2022-02-03T16:10:34.000Z (over 4 years ago)
- Last Synced: 2025-01-26T16:45:02.484Z (over 1 year ago)
- Language: Python
- Homepage:
- Size: 9.32 MB
- Stars: 4
- Watchers: 8
- Forks: 0
- Open Issues: 12
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# KYCDeepFace
KYC face matching project.
## Face Detection
### Description
An ultra light face detector refering to [Link](https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB)
**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