Action Recognition gets crashed after running for couple of seconds

[aadityasikder]

Hello @dusty-nv
I was running the Action Recognition model Action-Resnet18-Kinetics with Jetson Nano(4GB) with camera for real time action recognition. I was working for first few seconds but the it got crashed and the jetson turned off. We modified the frame rate and also modify the height and width. But still it is getting crashed.

How can I fix it? Will a fine-tuned model with less class fix it?

Moreover, can I implement other action recognition models like Movinet instead of the pre-trained models given. If yes, then How?

I would appreciate your help.