jcjohnson / jcjohnson/densecap

training on new datasets of 100 random images.

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![Screenshot from 2019-05-02 21-51-29](https://user-images.githubusercontent.com/31220538/57090647-e6351700-6d24-11e9-9499-f9f9ed59fac7.png)
I thought of training on 100 random images to check whether own training can be done, but i got this error of **split is empty?**. I have uploaded an image of the error, if the error is because my small dataset can you please help with required changes. Also is it required to modify below:-
1) discard all images that have fewer than 20 or more than 50 annotations.
2)assign 5,000 each to val/test splits and the rest to train.

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