A lightweight face-recognition toolbox and pipeline based on tensorflow-lite
FaceIDLight
A lightweight face-recognition toolbox and pipeline based on tensorflow-lite with MTCNN-Face-Detection and ArcFace-Face-Recognition. No need to install complete tensorflow, tflite-runtime is enough. All tools are using CPU only.
📘 Description
A lightweight face-recognition toolbox and pipeline based on tensorflow-lite with MTCNN-Face-Detection
and ArcFace-Face-Recognition. No need to install complete tensorflow, tflite-runtime is enough. All tools are
using CPU only.
Pull request are welcome!
⚡️ Features
- Online Face-Recognition
- Running completely on CPU
- Multi Faces
- ~4 FPS on a MacBookPro2015
- Tools for Face-Detection, -Verification and Identification
✅ ToDos
- [ ] GPU support
- [ ] Resolution-dependent model-selection
- [ ] Multithreading for multiple faces
- [ ] Fix bug installing with setup.py (not finding external url for tflite-runtime)
- [x] OpenCV Window freezes on MacOS when quitting (seemed to be fixed)
🥣 Requirements