Tag: aiot

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

  MicroPython | 11 min | 26334

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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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