Intelligent-elderly-care-system

Introduction

This is a repository platform for elderly abnormal behavior care, which can detect the abnormal behaviors including cough, headache, chestpain, backpain,fall,sit down and stand up. Combining with sit down and stand up can determine the sedentary time of elder. In addition, this platform provides the function of recording abnormal information, such as the moment when the behavior occurs, the duration, etc. It should be noted that the repository is a showcase for demonstrations and research. You can run this real-time platform acccording to the following preparation:

Configure

In hardware: Windows10-64 bit, NVIDIA GTX2060, CUDA10.1

In sofware: Anaconda3, Python3.7

Run

There are other open source library shoud be installed, you can install these as the command in your computer terminal:

conda create -n test python=3.7

conda activate test

pip install -r requirement.txt

Then, download the weights file of the model from google cloud according to the link below, and put it into folder"/xx/works_dir/":
https://drive.google.com/file/d/1edWlk2reHC1gqkuNzVfbMR4pkDX1G7MS/view?usp=sharing

Last, the platform can be shown by running the py file:

python demo.py