Google Coral Edge TPU Examples

Google Coral edge devices allow us to run deep learning models on edge devices like the Raspberry Pi. This repository shows you how to use a Coral Edge TPU for different applications including Image Classification and Object Detection.

Installation

To use the EdgeTPU you need the EdgeTPU API as well as the Tensorflow Lite Runtime.

Image Classification

• Image Classification with pycoral
• Image Classification with the Tensorflow Lite Runtime
• Image Classification with the EdgeTPU API (deprecated)

Object Detection

• Object Detection with pycoral
• Object Detection with the Tensorflow Lite Runtime
• Object Detection with the EdgeTPU API (deprecated)

Author

Gilbert Tanner

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License

This project is licensed under the MIT License - see the LICENSE.md file for details