The following download_ucf_101_subset function allows you to download a subset of the UCF101 dataset and split it into the training, validation, and test sets. You can specify the number of classes that you would like to use. The splits argument allows you to pass in a dictionary in which the key values are the name of subset (example: "train") and the number of videos you would like to have per class.
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