Internet of Things Conference | 21. - 23. Juni | Munich or Online

Machine learning on the edge using TensorFlow Lite

Session
Register until March 11 ✓Save more than 500 € ✓ Workshop day for free ✓ 10% Team Discount ✓Extra specials for freelancers Register now
Bis 11. März: ✓ Mehr als 500 € sparen ✓ Workshop Tag für free ✓ 10% Kollegenrabatt ✓ Extra specials für Freelancer Jetzt anmelden
Register until March 11
✓Save more than 500 €
✓ Workshop day for free
✓ 10% Team Discount
✓Extra specials for freelancers
Register now
Bis 11 März:
✓ Mehr als 500 € sparen
✓ Workshop Tag für free
✓ 10% Kollegenrabatt
✓ Extra specials für Freelancer
Jetzt anmelden
Infos
Dienstag, 22. Juni 2021
12:15 - 13:00

What if you could perform machine learning on the edge, i.e on your mobile device? This would mean that you no longer would need the roundtrip to the server, no data will leave the device and you don’t even need an internet connection. In this session you will get an introduction to TensorFlow Lite so that you can use it in your own projects. I will further demonstrate how you can take a pre-trained model for image classification and convert it to TensorFlow Lite format. Then I will go through how to deploy to model to the device and finally talk a little bit about optimization options in order to reduce the model size.

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