From TensorFlow to Beyond
Presented at DecompileD 2021
On September 24, 2021, I presented my talk titled From TensorFlow to Beyond at DecompileD, 2021. Below is the synopsis:
There’s more to TensorFlow than fit and predict. It is a vast ecosystem that covers multiple platforms such as mobile, cloud, and web. In this talk, I’ll present how you can train a model in TensorFlow and export it to a mobile device (using TensorFlow Lite) to the cloud (using Google Cloud’s AI Prediction) and to the web (using TensorFlow.js). Moreover, I’ll describe TensorFlow’s main export format, named SavedModel, and small tips I’ve learned during my adventures across TensorFlow Land.
A special talk since it was my first presential conference in a long time.