Train AMB82-mi as same as Edge Impuls or Sensecraft, is it possible?

Technical Discussion AMB82-mini
1

Hi,

I used to prepare ML model (object detection/classification) using Edge Impuls and Sensecraft. Is Ameba Mini also can be trained to detect or recognize custom objects? If yes how?

2

Hi @Zul77 ,

For AMB82 Mini, it has a built-in NN engine that can perform tasks like object detection, face detection recognition etc.

Before loading the model to AMB82 Mini, you have to convert your model to a format that AMB82 Mini accepts. We have 2 kinds of conversion tools: online and offline. You can refer to this page: https://www.amebaiot.com/en/ameba-arduino-summary/ under “Custom AI model”.

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You can train your own model and deploy onto AMB82 Mini using 2 methods,

  1. Load using SD card
  2. Load using flash
    Find out how to deploy models here: Customized AI Model Installation Guide — Ameba Arduino AIoT Documentation v1.1 documentation

May I know if you would like to use Arduino SDK or FreeRTOS SDK?

3

Thank you. I hope there will be more tutorial for Ameba Mini, esspecially how to train custom objects.

4

Hi @Zul77

For example, you can refer to How to Train a YOLOv7 Model on a Custom Dataset for your custom dataset

Please train the model by tiny architecture and execute Re-parameterization after training to deploy it on AMB82 mini

5

Thank you, I will try.