Also check out the GitHub Repo:
<a href="https://github.com/GemHunt/lighting-augmentation" rel="nofollow">https://github.com/GemHunt/lighting-augmentation</a><p>GitHub Repo Goals<i></i>
Done: Show getting 100% accuracy on head vs tails on a 1000 coins with no manual labeling!
Done: To demonstrate using Arduino controlled LED lighting to augment deep learning models
Done: To demo this simple, quick, and low cost unsupervised method of grouping 3D surfaces
Done: To show off a simple building block of unsupervised anomaly detection for machine vision
* To find ways to make this process better...<p>Thanks so much for looking the video and repo over!<p>Paul Krush