I tried to design a system that able to detect a human face wearing a face mask. But, after following the guide provided at ‘Hello AI World : Re-training SSD-Mobilenet’, I found out that my Jetson Nano 2GB are not capable to re-trained a model from a datasets downloaded from ‘Open Images Dataset’ even though with a data sets contain 500 pictures.
In my opinion, this issue is due to the minimal hardware resources it have (2GB RAM). Most of the times it will failed/stopped/killed through out the training process as shown in the picture I attached below.
I think the best choice I have is to download and utilize any detection models along with the jetson-inference tools. But, I have no idea on how to do so or even if it is possible. Hopefully there is a guide and solution for this problem.