Tag: edge-tpu

• #Edge-TPU: Hands-On with Google's Coral USB accelerator

  Raspberry Pi | 4 min | 5558

  ---

  edge-tpu

  google

  coral

  machine learning

  teachable machine

  raspberry pi

  coral usb accelerator

  tensorflow lite

  docker

  Last week, the Coral team released updates to the Coral platform to "address customer feedback and make it easier to use the products and tool-chain". The Python API has now the ability to run multiple models in parallel, using multiple Edge TPUs.

  Thus, due to the multiple changes, I updated the Docker image lemariva/raspbian-edgetpu which includes the Edge-TPU libraries for Raspberry Pi 3 B+, Jupyter Notebooks and some other interesting libraries (check the Dockerfile).

  ...

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• #Edge-TPU: Coral USB Accelerator + rPI + Docker

  Raspberry Pi | 4 min | 8021

  ---

  edge-tpu

  google

  coral

  machine learning

  docker

  analytics

  object detection

  In summer 2018, Google announced two Edge TPU devices for machine learning. These are now available under the Coral brand. Two weeks ago, I bought the Coral USB Accelerator. It is a portable USB accessory that brings machine learning inferencing to existing systems and it is compatible with Raspberry Pi and other Linux systems.

  Fig. 1: Coral USB Accelerator, Raspberry Pi Camera and a RasPad

  I wanted to test the performance of the Edge-TPU on my Raspberry Pi3, and as ...

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