nntruong1907 / Fall_Detection

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

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