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micropython_tensorflowlite_micro

Tensorflow Lite Micro is a port of the Tensorflow Lite toolchain to extremely limtied memory and compute devices like microcontrollers.

Micropython is a low footprint(RAM and ROM) port of Python to many microcontrollers.

Goals

  • Reduce barrier to entry for running Tensorflow Lite Micro toolchain on embedded platforms
    • Eliminate the need to download SDK's, setup processor specific toolchains and debuggers as well as OS specific environments
    • Fast prototyping at the expense of some memory and speed
    • Enable ML practitioners (who are typically well versed in Python) to work with microcontrollers
  • Enable coexistence and reuse of various micropython libraries with TF

Contributing

This is an open-source project and welcomes contributions. Note that this project is licenced under the Apache 2 license, and all contributions should follow this license.