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God's Eye - A YOLO (Darknet) + Tensorflow implementation

Uses Python3 + Tensorflow 1.4

Requirements

  • Tensorflow
  • Python 3
  • Numpy
  • OpenCV (3.4.X to support RTSP)
  • Pillow (pip install Pillow)
  • dLib (IMPORTANT: install from Source only)
  • face_recognition (pip install face_recognition)

Demo Video

![Watch the video]

How to run

  • Dowload the pretrained model from here and place in the model directory in the root of this project

  • Create a directory POI in the root of this project and place images of the person that you wish to track (accepted formats are *.jpg, *.png)

python inference_video_face.py

  • --mode (Video / Camera / IP)
  • --file_path (Optional : Video File Path. Required if mode = Video only)
  • --uname (Optional: Requirded only if mode is IP for streaming from IP camera. Username for RTSP)
  • --secret (Optional: Requirded only if mode is IP for streaming from IP camera. Password for RTSP)
  • --addr (Optional: Requirded only if mode is IP for streaming from IP camera. ip address of camera

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