Arijit DasMarc Pous
Published © Apache-2.0

Pneumonia Detection Using EdgeML: Deploying Using balena

This is a part of the multi-functional project which enables you to run our pneumonia classifier directly on your Raspberry Pi using balena.

ExpertFull instructions providedOver 62 days881

Things used in this project

Hardware components

balenaFin
balenaFin
You can also use a Raspberry Pi 3B/4 instead of using the balenaFin.
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Compute Module 3 Lite
Raspberry Pi Compute Module 3 Lite
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Software apps and online services

Edge Impulse Studio
Edge Impulse Studio
balenaCloud
balenaCloud
VS Code
Microsoft VS Code
GitHub Desktop
Docker
OpenCV
OpenCV

Hand tools and fabrication machines

TensorFlow Lite
TensorFlow Lite

Story

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Schematics

Hardwares Used

balenaFin + Raspberry Pi camera V2 alongwith some dope stickers from Edge Impulse and balena! :D

Code

GitHub Repo

This repository has all useful stuff to help you deploy our code onto your Raspberry Pi using balena.

Credits

Arijit Das

Arijit Das

10 projects • 51 followers
16 y/o • Community Expert @Edge Impulse • Co-Organizer @tinyML India • Speaker @GitHub, @Docker, @Linaro
Marc Pous

Marc Pous

7 projects • 27 followers
Developer Advocate at balena.io // Previous co-founder at thethings.iO // Founder IoT Stars, IoT Coffee Talk and IoT Barcelona
Thanks to Aurelien Lequertier.

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