Tag: object detection

• #MAixPy: Object detector - MobileNet and YOLOv2 on Sipeed MAix Dock

  MicroPython | 11 min | 26587

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  machine learning

  tensorflow lite

  maix dock

  micropython

  object detection

  aiot

  yolov2

  keras

  This tutorial is about training (on PC) and deploying a YOLOv2 object detector on a MAix M1w Dock Suit running MicroPython. The MobileNet is used as a pre-trained model for the training.

  Therefore, this tutorial will try to accomplish the following points:

  1. A quick introduction to YOLO(v2)
  2. A quick introduction to MAix KPU
  3. Training, evaluation, and testing of the object detector model (on Jupyter-Notebooks running on Docker)
  4. Flashing the trained model on the MAi...

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

  Raspberry Pi | 4 min | 23634

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  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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