Falldown detection

Using YOLOv8n for object detection and then determining whether two objects in consecutive frames are the same target by calculating the Intersection over Union (IoU) between them, thereby achieving the effect of object tracking.

Hardware prepare

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Software prepare

Install the runtime environment

sudo apt update && sudo apt full-upgrade -y && sudo apt install hailo-all

Install the project

git clone https://github.com/Seeed-Projects/track_people_with_AIBox.git
cd fall_detection_with_AIBox

Prepare the python environment

python -m venv .env --system-site-packages  && source .env/bin/activate
pip install -r requirements.txt

Run the project

python app.py -i ./people-walking.mp4 -n ./yolov8n.hef --show-fps -l ./common/coco.txt --track

Result

Reference

This project references Hailo-Application-Code-Examples.