Add-on dossier

TensorFlow training-data workflow

A linkable lifecycle record for hardware expansions, app ecosystems, firmware upgrades, cases, radio parts, and post-event badge experiments.

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LCA2019 Donkey Car source-backed

machine-learning workflow

The miniconf workflow gathered training video from the car and analyzed it offline with TensorFlow before attendees tried self-driving runs.

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LCA2019 Donkey Car
Type
machine-learning workflow
Status
source-backed
Compatibility
LCA2019 Donkey Car
Source
https://marc.merlins.org/perso/arduino/post_2019-01-21_Donkey-Car-with-Tensorflow-Video-Analysis-at-Open-Hardware-Miniconf-at-Linux_Conf_au-2019.html

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Related Resources

first-hand attendee writeup

LCA2019 Donkey Car attendee writeup

Marc Merlin's Open Hardware Miniconf report documenting the Donkey Car kit, Raspberry Pi camera control, custom HAT, TensorFlow training workflow, and self-driving attempts.

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Source trail

Evidence Sources

linux.conf.au 2019 · retrieved 2026-05-15

Miniconfs

Official source proving the 2019 Open Hardware Miniconf as a Monday linux.conf.au stream covering software and hardware issues from beginner to advanced topics.

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linux.conf.au 2019 · retrieved 2026-05-15

Programme Overview

Official source for the January 21-25, 2019 University of Canterbury, Christchurch conference setting and miniconf/tutorial framing.

Badge: LCA2019 Donkey Car