REAL TIME HUMAN ACTION DETECTION FOR SUPERVISING IN ENCLOSED-SPACE

Introduction 🥤

An optimize pipeline to apply action detection in real time scenario

Usage

Installation 🤖

YOWOv2

• We reccomand create a virtual enviroment with:

virtualenv venv --python=python3.10

• This only works if you have python3.10 installed at the system level (e.g. /usr/bin/python3.10).
• Then activate the enviroment:

source venv/bin/activate

• Install the requirements:

pip install -r requirements.txt

ST-GCN

• To install the required packages, run the following command:

make install-env

Dataset

MCF-UCF24:

• You can download MCF-UCF24 from the following link: Google Drive

Human detect and tracking 👧

To detect and track human in a video, run the following command:

python3 src/action/main.py --source resources/test/res.mp4 --show

References ⭐

License 📖