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TFLite Support 0.1.0

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@xunkai55 xunkai55 released this 11 Jan 06:25

Release 0.1.0

Major features

It's the first release of the TFLite Support toolkit. We provides the following components:

  • TFLite Task Library (source, JCenter): enables integrating popular ML use cases in a few lines of code.
    • Image Classifier
    • Object Detector
    • Image Segmenter
    • NL Classifier
    • Bert NL Classifier
    • Bert Question Answerer
  • TFLite Support Library (source, JCenter): simplifies pre-processing/post-processing code for models.
    • Utilities for image pre/post processing
  • TFLite Metadata Library (source, PyPI, JCenter, MavenCentral): reads and writes TFLite Metadata in models.
    • Utilities for extracting and populating TFLite Metadata
  • TFLite Support Codegen (source, PyPI): generates model wrapper automatically based on Metadata.
  • TFLite Custom Ops (source): helps deploying cutting-edge models on devices.

Compatibility

Verified TF version

TF 2.4.0

Verified TFLite Model Maker version

TFLite Model Maker 0.2.4