FaceRecog

Face recognition on some device

Install

conda create -n FaceRecog python=3.10
conda activate FaceRecog
pip install -r requirements.txt

Example

python main.py -c configs/onnx_end2end_config.yml -i videos/Trump3.mp4

Feature

• implement single ONNX end2end demo of face detect->landmark->recognize.
• inference with multiple threads.
• implement frame skipping.
• implement multiple batch size for landmark inference and recognizer inference.
• ONNX model optimization.
• implement face tracing.
• implement openvino.
• face detection with landmark detection
• face mosaic
• multiple process test
• profile count
• asyncio

Reference

• https://github.com/610265158/Peppa_Pig_Face_Landmark
• https://github.com/xuexingyu24/MobileFaceNet_Tutorial_Pytorch
• https://github.com/ifzhang/ByteTrack/tree/main/yolox/tracker