Margaret Maynard-Reid: Machine Learning for Mobile with TensorFlow

Описание: Recorded at GDG Boulder on 2019-01-29:
https://www.meetup.com/Google-Develop...

Are you interested in getting started with machine learning, and making intelligent apps with the most popular deep learning framework TensorFlow? Come to this talk to learn your various options: from using ready made APIs to training your own custom models. You will learn the end to end process of how to train a model with TensorFlow high level API tf.Keras, convert to a TensorFlow Lite model and deploy it to an Android app.

Topics covered in this talk:
Intro to deep learning, TensorFlow and TensorFlow Lite
Transfer learning using pre-trained ConvNets
Train a model from scratch and deploy it to Android for inference

Slides: https://bit.ly/ml-for-mobile-with-tf

About the speaker: Margaret Maynard-Reid is a Google Developer Expert (GDE) for Machine Learning, and she develops Android apps with intelligence. She leads GDG Seattle and co-organizes Seattle Data/Analytics/Machine Learning meetup groups. She writes blogs and speaks at conferences on TensorFlow, deep learning and Android. She is passionate about community building and helping others get into Artificial Intelligence and Machine Learning.

  / margaretmz