George Profenza
Published © CC BY-NC-ND

Escalator people tracker

Detecting and tracking people in large retail spaces to drive live AI Generative graphics. CV solution also applies to build site safety.

IntermediateFull instructions provided2 hours482

Things used in this project

Hardware components

NVIDIA Jetson AGX Orin Developer Kit
×1
ZED Cam
×1
Solidigm P44 Pro M.2
This item is optional if building a single project. Personally, I noticed trying out NVIDIA Generative AI Docker images fills up Jetson's internal storage quite fast. This will allow you to prototype without worrying about disk space and constantly cleaning, at a cost
×1

Software apps and online services

Snappy Ubuntu Core
Snappy Ubuntu Core
Jetson AGX Orin Developer Kit Ubuntu Image
Yolov8
NVIDIA NanoOWL
EfficientViT
NVIDIA Jetson TAM

Story

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Code

Project GitHub Repo

This repo includes tutorials in the README as well as Jetson precompiled Python wheels and a pretrained YOLOv8 model to ease setup/learning

Credits

George Profenza

George Profenza

2 projects • 0 followers
Creative Technologist with an interest in Computer Vision, geometry and some times paper folding.
Thanks to George Profenza.

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