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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,
 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
 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.
 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 
 Note, if you are piggy backing on the flowers retraining scripts, be sure to