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In a domestic environment, people's behavior is often routine. They move place to place in a house while activating different domestic appliances and lights. On the other hand, CCTV is becoming a common surveillance system installed in many houses and buildings. A correctly trained adaptive system can predict the behavior and perform control act…

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Adaptive people movement and action prediction using CCTV to control appliances

Table of content

  1. Introduction
  2. Requirments
  3. Installation
  4. How to Run
  5. Results

Introduction

Requirments

Installation

First clone the repository

git clone https://github.com/RisithPerera/e15-4yp-human-behavior-prediction-using-cctv.git
cd e15-4yp-human-behavior-prediction-using-cctv/code

Download pretrained weights

./weights/download_weights.sh

How to Run

python CCTVObserver.py
python FaceObserver.py

Results

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In a domestic environment, people's behavior is often routine. They move place to place in a house while activating different domestic appliances and lights. On the other hand, CCTV is becoming a common surveillance system installed in many houses and buildings. A correctly trained adaptive system can predict the behavior and perform control act…

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  • Python 100.0%