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?
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?
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”.
You can train your own model and deploy onto AMB82 Mini using 2 methods,
May I know if you would like to use Arduino SDK or FreeRTOS SDK?
Thank you. I hope there will be more tutorial for Ameba Mini, esspecially how to train custom objects.
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
Thank you, I will try.