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Getting Classes from Training Test

Open eanmikale opened this issue 3 years ago • 2 comments

Dusty, During training, it would be extremely useful if we can see which classes are underperforming during testing, so we may more efficiently adjust data-sets between training. Is there a way to do this with the jetson.utils library? Thank you.

eanmikale avatar Feb 23 '22 16:02 eanmikale

Hi @eanmikale, that wouldn't be a jetson.inference/jetson.utils feature, because those libraries are used for runtime inferencing only. This would be something to be added to the PyTorch training scripts. In theory it's possible, but I haven't looked into it. I get the PyTorch training scripts from other sources.

dusty-nv avatar Feb 23 '22 18:02 dusty-nv

For anyone else who might be interested, it seems this might be the closest we can gethttps://stackoverflow.com/questions/62958248/calculate-accuracy-for-each-class-using-cnn-and-pytorch. We can close it as far as I am concerned. Thanks Dusty.  ---- On Wed, 23 Feb 2022 12:48:36 -0600 @.*** wrote ---- Hi @eanmikale, that wouldn't be a jetson.inference/jetson.utils feature, because those libraries are used for runtime inferencing only. This would be something to be added to the PyTorch training scripts. In theory it's possible, but I haven't looked into it. I get the PyTorch training scripts from other sources.

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eanmikale avatar Feb 24 '22 01:02 eanmikale