The Conference for Machine Learning Innovation

Machine Learning on the Edge using TensorFlow Lite

Session
Join the ML Revolution!
Until June 2
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✓ Group discount
✓ Special discount for freelancers
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Join the ML Revolution!
Until June 2
✓ Save up to 226€
✓ Group discount
✓ Special discount for freelancers
Register Now
Thank you for attending!
Register Now
Thank you for attending!
Register Now
Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
Register Now
Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
Register Now
Infos
Wednesday, June 29 2022
10:15 - 11:00
Infos
Wednesday, November 24 2021
15:15 - 16:00

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. In this presentation, I will 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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This Session Diese Session belongs to the gehört zum Programm von MunichMunich and  und SingaporeSingapore program. Take me to the current program of . Hier geht es zum aktuellen Programm von Munich Munich , Singapore Singapore or oder Berlin Berlin .

Behind the Tracks