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add a note about example images

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  1. gradio_article.md +4 -1
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  The Food-101 dataset, originally made available at https://data.vision.ee.ethz.ch/cvl/datasets_extra/food-101/ is a data set of 101 food categories, with 101'000 images.
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  ## Training
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  Fast.ai was used to train this classifier with a ResNet50 vision learner, without much customization.
@@ -20,3 +19,7 @@ The final fine tuning of the training loop resulted in the following losses.
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  | 6 | 0.345060 | 0.742432 | 0.185198 | 05:12 |
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  | 7 | 0.247938 | 0.728758 | 0.177624 | 05:12 |
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  | 8 | 0.214708 | 0.727486 | 0.177871 | 05:11 |
 
 
 
 
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  The Food-101 dataset, originally made available at https://data.vision.ee.ethz.ch/cvl/datasets_extra/food-101/ is a data set of 101 food categories, with 101'000 images.
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  ## Training
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  Fast.ai was used to train this classifier with a ResNet50 vision learner, without much customization.
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  | 6 | 0.345060 | 0.742432 | 0.185198 | 05:12 |
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  | 7 | 0.247938 | 0.728758 | 0.177624 | 05:12 |
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  | 8 | 0.214708 | 0.727486 | 0.177871 | 05:11 |
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+ ## Examples
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+ The example images provided in the demo are not from the dataset. They were quickly sourced via a couple of DuckDuckGo searches.