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## Training
Fast.ai was used to train this classifier with a ResNet50 vision learner, without much customization.
The final fine tuning of the training loop resulted in the following losses.
epoch train_loss valid_loss error_rate time
0 0.494005 0.078781 0.017094 00:05
epoch train_loss valid_loss error_rate time
0 0.089555 0.031788 0.025641 00:04
1 0.045144 0.097199 0.017094 00:03
2 0.033626 0.106634 0.017094 00:03
## Examples
The example images provided in the demo are not from the dataset. They were quickly sourced via a couple of DuckDuckGo searches.
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