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Project Details

TensorFlow Lite on Raspberry Pi

Run TFLite models on RPi

The Gradient Team


In this tutorial we'll prepare Raspberry Pi (RPi) to run a TFLite model for classifying images. After that, the TFLite version of the MobileNet model will be downloaded and used for making predictions on-device.

The sections covered in this tutorial are as follows:

  • Accessing Raspberry Pi from PC
  • Preparing TFLite in RPi
  • Downloading MobileNet
  • Classifying a Single Image

For a more thorough breakdown of the notebook, check out the full tutorial on YouTube.