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This is a project to recognize human fall posture through LSTM deep learning model.

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nntruong1907/Fall_Detection

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Fall_Detection

This is a project to recognize human fall posture through LSTM deep learning model.

Project Description

  • Python (programming language):

  • The PyPA recommended tool for installing Python packages:

  • Fundamental package for array computing in Python:

  • Powerful data structures for data analysis, time series, and statistics:

  • Fast, Extensible Progress Meter:

  • Pure python download utility:

  • Source machine learning framework for everyone:

  • Python plotting package:

  • Wrapper package for OpenCV python bindings:

  • A set of python modules for machine learning and data mining:

Recommended IDE Setup

VSCode + Python

Environment

Create a virtual environment venv for the project:

python -m venv venv

Activate virtual environment:

venv\Scripts\activate

Update to the latest pip version:

python.exe -m pip install --upgrade pip

Project Setup

Install the external dependencies needed for the project:

pip install -r setup.txt

Run Project

python test.py

Deactivate env

Once you’re done working with this virtual environment, you can deactivate it:

deactivate

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This is a project to recognize human fall posture through LSTM deep learning model.

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