Announcement of the new converter

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Overview

MLIR-based and enables conversion of new classes of models such as Mask R-CNN and Mobile BERT etc., supports functional control flow and better error handling during conversion. Enabled by default in the nightly builds

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TensorFlow Lite1.4k

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An Open Source Machine Learning Framework for Everyone

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Android Support Library

TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.

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Model Maker

A transfer learning library that simplifies the process of training, evaluation and deployment for TensorFlow Lite models (support: Image Classification, Object Detection, Text Classification, BERT Question Answer, Audio Classification, Recommendation etc.; API reference)

It is finally here! Currently limited to transfer learning for image classification only but it's a great start. See the official Android sample code and another one from the community (Blog | Android)

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