TFLiteToFirebaseML Component
deep-diver opened this issue · comments
Firebase ML is a great place to store TFLite model.
With Firebase ML, we can guarantee that mobile devices can be equipped with the latest ML model without explicitly embedding binary in project compiling stage. We can even A/B test different versions of a model with Google Analytics.
It would be nice if there is a TFX component that helps publishing TFLite model to Firebase ML.
What do you think?
so this is equivalent to FirebasePublisher mentioned in tensorflow/tfx#4125
It sounds like a great idea to me! Have you joined https://groups.google.com/a/tensorflow.org/g/sig-tfx-addons ?
yes! I have joined the group already :)
What are the next steps to proceed?
For anyone that might be wondering how well TFLite and Firebase go together here's a blog post:
https://blog.tensorflow.org/2020/06/enhance-your-tensorflow-lite-deployment-with-firebase.html
yes! I have joined the group already :)
What are the next steps to proceed?
You need to write a proposal. See the proposals README