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Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)

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YOLO FACE + ID TRACKING

Forked Project

This Project is a fork of yoloface.

Pre-requisites

  • python 3.7
  • tensorflow, opencv, numpy
python -m pip install tensorflow opencv-python opencv-contrib-python numpy
git clone https://github.com/x2ever/Face-Tracking
cd Face-Tracking

DownLoad Model Weight File

Before starting, You shoud place these files into a directory ./model-weight/

CPU Model

DownLoad yolov3-wider_16000.weights file from Google Drive Link

GPU Model

DownLoad YOLO_Face.h5 file from Google Drive Link

Run Model

CPU

webcam

python yoloface.py --src YOUR_WEBCAM_NUMBER(Mostly 0)

video

python yoloface.py --video PATH_TO_VIDEO_FILE 

GPU

webcam

python yoloface_gpu.py --src YOUR_WEBCAM_NUMBER(Mostly 0)

video

python yoloface_gpu.py --video PATH_TO_VIDEO_FILE 

License

This project is licensed under the MIT License - see the LICENSE.md file for more details.

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Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)

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