how can i train the Siamese network under k-shot

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i needs to test a siamese network for k- shot learning
how can i determine that the network trained on k-samples from each folder to test it's performance
for example if k=5 , then the network only trained with five shots from each class
how can i do that without manually splitting the data as i needs to test several values of k
please help

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