https://github.com/TannerGilbert/Google-Coral-Edge-TPU

Use the Google Coral USB Accelerator for deep learning.
https://github.com/TannerGilbert/Google-Coral-Edge-TPU

coral-edge-tpu coral-tpu google-coral

Last synced: 3 months ago
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Use the Google Coral USB Accelerator for deep learning.

• Host: GitHub
• URL: https://github.com/TannerGilbert/Google-Coral-Edge-TPU
• Owner: TannerGilbert
• License: mit
• Created: 2019-11-10T11:50:33.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2022-11-22T07:54:54.000Z (almost 2 years ago)
• Last Synced: 2024-05-01T15:36:00.191Z (7 months ago)
• Topics: coral-edge-tpu, coral-tpu, google-coral
• Language: Jupyter Notebook
• Homepage: https://gilberttanner.com/blog/google-coral-usb-accelerator-introduction
• Size: 105 KB
• Stars: 20
• Watchers: 4
• Forks: 4
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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README

        
# Google Coral Edge TPU Examples

![](https://lh3.googleusercontent.com/83lPm0ffoxJZX63HX9EzMDKKtgLhzR4ym4iKOpudD5LuMQd329olIfkV3gcGRSb71NrPabWyKpo52YZpzO5_4Iic1AGYvFp9l7tAnGk=w1000-rw)

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](https://coral.withgoogle.com/software/#debian-packages) as well as the [Tensorflow Lite Runtime](https://www.tensorflow.org/lite/guide/python#install_just_the_tensorflow_lite_interpreter). 

## Image Classification

* [Image Classification with pycoral](pycoral_image_classification.py)

* [Image Classification with the Tensorflow Lite Runtime](tflite_image_classification.py)

* [Image Classification with the EdgeTPU API (deprecated)](edgetpu_api_image_classification.py)

## Object Detection

* [Object Detection with pycoral](pycoral_object_detection.py)

* [Object Detection with the Tensorflow Lite Runtime](tflite_object_detection.py)

* [Object Detection with the EdgeTPU API (deprecated)](edgetpu_api_object_detection.py)

## Author

 **Gilbert Tanner**

## Support me



## License

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