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Merge pull request #242 from iepathos/patch-1

Update README.md
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      inception/README.md

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inception/README.md

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 where 24 and 8 are the number of shards specified for each dataset,
 respectively. Generally speaking, we aim for selecting the number of shards such
-that roughly 1024 images reside in each shard. One this data set is built you
+that roughly 1024 images reside in each shard. Once this data set is built, you
 are ready to train or fine-tune an Inception model on this data set.
 
 Note, if you are piggy backing on the flowers retraining scripts, be sure to