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Intrusion detection and displacement monitoring from video sequences

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Intrusion Detection and Displacement Monitoring from Video Sequence

Introduction

The implementation of intrusion detection module with YOLO network and displacement detection module with optical flow. More details about YOLO can be found on You Only Look Once: Unified, Real-Time Object Detection, about optical flow you may refer to Optical flow on Wikipedia.

Dependencies

  • Numpy
  • Tensorflow
  • Opencv-python
  • PIL
  • Pygame
  • Paho-mqtt
  • Kivy

Usage

python gui.py

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Intrusion detection and displacement monitoring from video sequences

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