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HMDB51 dataset
The HMDB51 dataset is a video dataset for human action recognition. It contains 6,767 videos annotated with 51 categories of human actions. -
UCF101: A Dataset of 101 Human Actions Classes from Videos in the Wild
The authors used the UCF101, HMDB51, and Diving48 datasets to evaluate the performance of their proposed algorithm.